Frequency band switching method, device, electronic device and storage medium
By obtaining the terminal's index information on different frequency bands and inputting the neural network model, determining the parameters of voice quality and service rate, the problem that existing heterofrequency switching cannot be switched to a better frequency band is solved, and the better service experience for end users is achieved .
Patent Information
- Application Number
- CN202210759246.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-06-30
- Publication Date
- 2025-02-14
- Estimated Expiration
- 2042-06-30
AI Technical Summary
The existing heterofrequency switching method cannot enable the terminal to switch to a better frequency band, resulting in poor service experience for the terminal users.
By obtaining the index information of the terminal on different frequency bands, input the trained neural network model to determine the parameters of speech quality and service rate, determine the service perception parameters based on these parameters, and finally determine the RSRP switching threshold based on the service perception parameters to realize the frequency band intelligent switching between.
Real-time frequency band switching based on multiple terminal indicators has been realized, giving full play to the advantages of different frequency bands, and improving the service experience of terminal users.
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Figure CN115175342B_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the field of communications, and in particular to a frequency band switching method, device, electronic device and storage medium. Background Art
[0002] At present, in order to improve the service perception rate of end users, operators usually use the method of inter-frequency switching. Inter-frequency switching is to perform cross-band collaborative work between the time division duplexing (TDD) network and the frequency division duplexing (FDD) network. Inter-frequency switching can give full play to the downlink experience advantages of the TDD network and the uplink coverage advantages of the FDD network.
[0003] At present, traditional inter-frequency switching (switching between frequency bands of TDD network and FDD network) is performed based on a fixed level value of the broadcast channel (for example, reference signal receiving power (RSRP)), without considering factors such as bandwidth, load, and interference of the broadcast channel. Therefore, the frequency band determined in the traditional inter-frequency switching has low adaptability to the terminal, and the terminal cannot switch to a better frequency band, resulting in a poor service experience for the terminal user. Summary of the invention
[0004] The present application provides a frequency band switching method, device, electronic device and storage medium, which can solve the problem that the terminal cannot switch to a better frequency band in the current heterogeneous frequency switching.
[0005] In order to achieve the above purpose, this application adopts the following technical solutions:
[0006] In a first aspect, the present application provides a frequency band switching method, including: obtaining indicator information on a first frequency band and a second frequency band within a preset time length of a terminal; wherein the indicator information includes one or more of the following: a base station side noise floor parameter, an uplink physical resource block PRB utilization rate, a total uplink PRB number, a downlink PRB utilization rate, and a total downlink PRB number; inputting the indicator information of the terminal in the first frequency band into a first user experience model to determine a first parameter; wherein the first parameter is used to characterize the voice quality and service rate of the terminal in the first frequency band within a preset reference signal received power RSRP interval; inputting the indicator information of the terminal in the second frequency band into a second user experience model to determine a second parameter; wherein the second parameter is used to characterize the voice quality and service rate of the terminal in the second frequency band within a preset RSRP interval; determining a service perception parameter of the first frequency band according to the first parameter, and determining a service perception parameter of the second frequency band according to the second parameter; determining an RSRP switching threshold of the terminal between the first frequency band and the second frequency band according to the service perception parameters of the first frequency band and the second frequency band; instructing the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold.
[0007] Based on the above technical solution, the present application obtains the index information of the terminal in the first frequency band and the second frequency band, and inputs the index information into the trained neural network model to determine the first parameter and the second parameter used to characterize the voice quality and service rate of the terminal in the two frequency bands. After that, the frequency band switching device determines the service perception parameter that can reflect the quality of the user's service perception experience based on the first parameter and the second parameter, and finally determines the RSRP switching threshold based on the service perception parameter, so that the frequency band switching device instructs the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold. Therefore, the technical solution of the present application can determine the RSRP threshold for the terminal to switch between frequency bands in real time based on the multi-faceted indicators of the frequency band where the terminal is located, give full play to the advantages of different frequency bands in uplink transmission and downlink transmission, and realize that the terminal switches to a better frequency band during heterogeneous frequency switching, thereby ensuring the service experience of the terminal user.
[0008] In a possible implementation, the first parameter includes the MOS score, terminal uplink rate and terminal downlink rate of the terminal in the first frequency band when the terminal is within a preset time length and a preset RSRP interval; the second parameter includes the average subjective opinion MOS score, terminal uplink rate and terminal downlink rate of the terminal in the second frequency band when the terminal is within a preset time length and a preset RSRP interval.
[0009] In a possible implementation, the service perception parameters of the first frequency band include a first uplink service perception parameter and a first downlink service perception parameter, and the service perception parameters of the second frequency band include a second uplink service perception parameter and a second downlink service perception parameter; determining the service perception parameters of the first frequency band according to the first parameter, and determining the service perception parameters of the second frequency band according to the second parameter, specifically including: determining the first uplink service perception parameter according to the MOS score, the terminal uplink rate, the first weighting coefficient and the second weighting coefficient on the first frequency band when the terminal is located within a preset duration and a preset RSRP interval; determining the first downlink service perception parameter according to the MOS score, the terminal downlink rate, the first weighting coefficient and the second weighting coefficient on the first frequency band when the terminal is located within a preset duration and a preset RSRP interval; determining the second uplink service perception parameter according to the MOS score, the terminal uplink rate, the first weighting coefficient and the second weighting coefficient on the second frequency band when the terminal is located within a preset duration and a preset RSRP interval; determining the second downlink service perception parameter according to the MOS score, the terminal downlink rate, the first weighting coefficient and the second weighting coefficient on the second frequency band when the terminal is located within a preset duration and a preset RSRP interval.
[0010] In a possible implementation, the RSRP switching threshold includes an uplink switching threshold and a downlink switching threshold. According to the service perception parameters of the first frequency band and the second frequency band, the RSRP switching threshold of the terminal between the first frequency band and the second frequency band is determined, specifically including: respectively determining the fitting curves corresponding to the first uplink service perception parameter, the first downlink service perception parameter, the second uplink service perception parameter and the second downlink service perception parameter; wherein the fitting curve is located in a two-dimensional rectangular coordinate system, the abscissa of the two-dimensional rectangular coordinate system is RSRP, and the ordinate of the two-dimensional rectangular coordinate system is the service perception parameter; the abscissa of the intersection of the fitting curve corresponding to the first uplink service perception parameter and the second uplink service perception parameter is determined as the uplink switching threshold; the abscissa of the intersection of the fitting curve corresponding to the first downlink service perception parameter and the second downlink service perception parameter is determined as the downlink switching threshold.
[0011] In a possible implementation, the above-mentioned instructing the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold specifically includes: when the RSRP of the terminal is greater than the uplink switching threshold, instructing the terminal to switch from the first frequency band to the second frequency band for uplink transmission; when the RSRP of the terminal is less than the downlink switching threshold, instructing the terminal to switch from the second frequency band to the first frequency band for downlink transmission.
[0012] In a possible implementation, the first user experience model and the second user experience model are neural network models constructed based on a gradient descent algorithm.
[0013] In a second aspect, the present application provides a frequency band switching device, including: an acquisition unit and a processing unit; the acquisition unit is used to acquire indicator information on a first frequency band and a second frequency band within a preset duration of a terminal; wherein the indicator information includes one or more of the following: a base station side noise floor parameter, an uplink physical resource block PRB utilization rate, a total uplink PRB number, a downlink PRB utilization rate, and a total downlink PRB number; the processing unit is used to input the indicator information of the terminal in the first frequency band into a first user experience model to determine a first parameter; wherein the first parameter is used to characterize the voice quality and service rate of the terminal in the first frequency band within a preset reference signal received power RSRP interval; the processing unit, The invention is also used to input the indicator information of the terminal in the second frequency band into the second user experience model to determine the second parameter; wherein the second parameter is used to characterize the voice quality and service rate of the terminal in the second frequency band within a preset RSRP interval; the processing unit is also used to determine the service perception parameter of the first frequency band according to the first parameter, and determine the service perception parameter of the second frequency band according to the second parameter; the processing unit is also used to determine the RSRP switching threshold of the terminal between the first frequency band and the second frequency band according to the service perception parameters of the first frequency band and the second frequency band; the processing unit is also used to instruct the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold.
[0014] In one possible implementation, the first parameter includes the MOS score, terminal uplink rate and terminal downlink rate of the terminal in the first frequency band when the terminal is within a preset time length and a preset RSRP interval; the second parameter includes the average subjective opinion MOS score, terminal uplink rate and terminal downlink rate of the terminal in the second frequency band when the terminal is within a preset time length and a preset RSRP interval.
[0015] In a possible implementation, the processing unit is further used to determine the first uplink service perception parameter according to the MOS score, terminal uplink rate, first weighting coefficient and second weighting coefficient on the first frequency band when the terminal is located within a preset duration and a preset RSRP interval; the processing unit is further used to determine the first downlink service perception parameter according to the MOS score, terminal downlink rate, first weighting coefficient and second weighting coefficient on the first frequency band when the terminal is located within a preset duration and a preset RSRP interval; the processing unit is further used to determine the second uplink service perception parameter according to the MOS score, terminal uplink rate, first weighting coefficient and second weighting coefficient on the second frequency band when the terminal is located within a preset duration and a preset RSRP interval; the processing unit is further used to determine the second downlink service perception parameter according to the MOS score, terminal downlink rate, first weighting coefficient and second weighting coefficient on the second frequency band when the terminal is located within a preset duration and a preset RSRP interval.
[0016] In a possible implementation, the processing unit is further used to respectively determine the fitting curves corresponding to the first uplink service perception parameter, the first downlink service perception parameter, the second uplink service perception parameter and the second downlink service perception parameter; wherein the fitting curve is located in a two-dimensional rectangular coordinate system, the horizontal coordinate of the two-dimensional rectangular coordinate system is RSRP, and the vertical coordinate of the two-dimensional rectangular coordinate system is the service perception parameter; the processing unit is further used to determine the horizontal coordinate of the intersection of the fitting curves corresponding to the first uplink service perception parameter and the second uplink service perception parameter as the uplink switching threshold; the processing unit is further used to determine the horizontal coordinate of the intersection of the fitting curves corresponding to the first downlink service perception parameter and the second downlink service perception parameter as the downlink switching threshold.
[0017] In one possible implementation, when the RSRP of the terminal is greater than the uplink switching threshold, the terminal is instructed to switch from the first frequency band to the second frequency band for uplink transmission; when the RSRP of the terminal is less than the downlink switching threshold, the terminal is instructed to switch from the second frequency band to the first frequency band for downlink transmission.
[0018] In a possible implementation, the first user experience model and the second user experience model are neural network models constructed based on a gradient descent algorithm.
[0019] In addition, the technical effects of the frequency band switching device of the second aspect can refer to the technical effects of the frequency band switching method of the first aspect, which will not be repeated here.
[0020] In a third aspect, the present application provides a computer-readable storage medium storing one or more programs, wherein the one or more programs include instructions, which, when executed by an electronic device of the present application, enable the electronic device to perform a frequency band switching method as described in the first aspect and any possible implementation of the first aspect.
[0021] In a fourth aspect, the present application provides an electronic device, comprising: a processor and a memory; wherein the memory is used to store one or more programs, and the one or more programs include computer execution instructions. When the electronic device is running, the processor executes the computer execution instructions stored in the memory to enable the electronic device to perform the frequency band switching method described in the first aspect and any possible implementation method of the first aspect.
[0022] In a fifth aspect, the present application provides a computer program product comprising instructions, which, when executed on a computer, enables the electronic device of the present application to perform the frequency band switching method as described in the first aspect and any possible implementation manner of the first aspect.
[0023] In a sixth aspect, the present application provides a chip system, which is applied to a frequency band switching device; the chip system includes one or more interface circuits and one or more processors. The interface circuit and the processor are interconnected through a line; the interface circuit is used to receive a signal from the memory of the frequency band switching device and send the signal to the processor, wherein the signal includes a computer instruction stored in the memory. When the processor executes the computer instruction, the frequency band switching device executes the frequency band switching method as described in the first aspect and any possible design thereof.
[0024] In this application, the name of the frequency band switching device does not limit the device or functional unit itself. In actual implementation, these devices or functional units may appear with other names. As long as the functions of each device or functional unit are similar to those of this application, they are within the scope of the claims of this application and their equivalent technologies. BRIEF DESCRIPTION OF THE DRAWINGS
[0025] Figure 1 A schematic diagram of a frequency band switching method provided in an embodiment of the present application;
[0026] Figure 2 A schematic diagram of an application scenario of a frequency band switching method provided in an embodiment of the present application;
[0027] Figure 3 A flowchart of a frequency band switching method provided in an embodiment of the present application;
[0028] Figure 4 A fitting curve diagram of a frequency band switching method provided in an embodiment of the present application;
[0029] Figure 5 A schematic diagram of the structure of a frequency band switching device provided in an embodiment of the present application;
[0030] Figure 6 A schematic diagram of the structure of another frequency band switching device provided in an embodiment of the present application. DETAILED DESCRIPTION
[0031] The following will be combined with the drawings in the embodiments of the present application to clearly and completely describe the technical solutions in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.
[0032] In this article, the character " / " generally indicates that the objects before and after are in an "or" relationship. For example, A / B can be understood as A or B.
[0033] The terms "first" and "second" in the specification and claims of this application are used to distinguish different objects rather than to describe a specific order of objects. For example, a first edge service node and a second edge service node are used to distinguish different edge service nodes rather than to describe a characteristic order of edge service nodes.
[0034] In addition, the terms "including" and "having" and any variations thereof mentioned in the description of the present application are intended to cover non-exclusive inclusions. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed steps or units, but may optionally include other steps or units that are not listed, or may optionally include other steps or units that are inherent to these processes, methods, products or devices.
[0035] In addition, in the embodiments of the present application, words such as "exemplarily" or "for example" are used to indicate examples, illustrations or descriptions. Any embodiment or design described as "exemplarily" or "for example" in the present application should not be interpreted as being more preferred or more advantageous than other embodiments or designs. Specifically, the use of words such as "exemplarily" or "for example" is intended to present concepts in a specific way.
[0036] At present, the fifth generation mobile communication technology (5G) is divided into two standards: time division duplexing (TDD) network and frequency division duplexing (FDD) network. Among them, the FDD network uses two different frequency bands, one for the uplink from the terminal to the base station and the other for the downlink from the base station to the terminal; the TDD network uses the same frequency band for uplink and downlink transmission.
[0037] Generally, TDD networks belong to the medium and high frequency bands. Compared with the low frequency bands of the fourth generation mobile communication technology (4G), such as 1.8GHz and 900MHz, the coverage of TDD networks is insufficient, mainly due to insufficient uplink capacity. When the base station transmits downlink to the terminal, the base station has a higher transmission power, coupled with technologies such as beamforming, which can significantly improve the downlink coverage. However, during uplink transmission, the antenna power of the terminal is very low, so the signal propagation distance is naturally short, which limits the uplink coverage of the base station.
[0038] At present, through cross-band collaboration between TDD networks and FDD networks, the downlink experience advantages of TDD networks and the uplink coverage advantages of FDD networks can be fully utilized to improve the service perception rate of end users.
[0039] However, the traditional inter-band switching threshold is determined by a fixed level value of the broadcast channel. However, since the influence of factors such as the bandwidth, load, and interference of the broadcast channel is not taken into account, the frequency band determined in the traditional inter-frequency switching has low adaptability to the terminal and cannot enable the terminal to switch to a better frequency band, resulting in a poor service experience for the terminal user.
[0040] For example, Figure 1 As shown in the figure, in the 5G network, the inter-frequency switching between the existing TDD network and the FDD network is based on a fixed downlink RSRP method. Figure 1 The figure shows the situation where the TDD network and the FDD network are co-located. When the RSRP of the terminal is less than a certain threshold, the terminal switches from the TDD network to the FDD network. The current uplink and downlink decoupling technology allows the uplink and downlink to set the switching thresholds separately. However, the switching threshold in the prior art is a fixed value, which cannot automatically change according to the communication scenario and network load after setting, and cannot guarantee the user's service experience.
[0041] In order to solve the problem that the terminal cannot switch to a better frequency band in the current inter-frequency switching, the present application provides a frequency band switching method to enable the terminal to switch to a better frequency band during inter-frequency switching, thereby ensuring the service experience of the terminal user.
[0042] For example, Figure 2 , which is a schematic diagram of an application scenario of a frequency band switching method provided by the present application. This application scenario includes a terminal 21 and a base station 22.
[0043] Among them, the terminal 21 and the base station 22 can perform uplink and downlink transmission through the TDD network and the FDD network. In addition, when the RSRP of the terminal 21 is greater than or equal to the uplink switching threshold set in this application, the terminal will switch from the first frequency band to the second frequency band for uplink transmission; when the RSRP of the terminal 21 is less than or equal to the downlink switching threshold set in this application, the terminal will switch from the second frequency band to the first frequency band for downlink transmission.
[0044] The base station 22 can provide the indicator information of the terminal 21 in the TDD network and the FDD network. Exemplarily, the indicator information may include one or more of the following: the base station side noise floor parameter of the terminal 21 within a preset time length, the uplink physical resource block (PRB) utilization rate, the total uplink PRB number, the downlink PRB utilization rate, and the total downlink PRB number.
[0045] It should be noted that in the frequency band switching method provided in the present application, the execution subject is a frequency band switching device. The frequency band switching device can be an electronic device (such as a computer terminal, a server), a processor in an electronic device, a control module for frequency band switching in an electronic device, or a client for frequency band switching in an electronic device.
[0046] The following is an explanation of the process of the frequency band switching method provided by this embodiment.
[0047] For example, Figure 3 As shown, the present application provides a frequency band switching method, which specifically includes the following S301-S307:
[0048] S301. A frequency band switching apparatus obtains indicator information on a first frequency band and a second frequency band within a preset time period of a terminal.
[0049] The indicator information includes one or more of the following: base station side noise floor parameter, uplink PRB utilization, total uplink PRB number, downlink PRB utilization, total downlink PRB number. Exemplarily, the frequency band switching device can obtain the indicator information on the first frequency band and the second frequency band within a preset time length of the terminal through the base station.
[0050] Optionally, the first frequency band and the second frequency band may be of the same network standard or of different network standards, which is not specifically limited in the embodiment of the present application. For example, the frequency of the first frequency band is 3.5 GHz, and the frequency of the second frequency band is 900 MHz, wherein the network standard of the first frequency band may be a TDD network in a 5G network, and the network standard of the second frequency band may be an FDD network in a 5G network. Unless otherwise specified, the examples in the subsequent steps are the same as the examples here.
[0051] Optionally, the preset duration may be manually set in advance through a frequency band switching device, and the embodiment of the present application does not specifically limit this.
[0052] S302. The frequency band switching device inputs the indicator information of the terminal in the first frequency band into a first user experience model to determine a first parameter.
[0053] The first parameter is used to characterize the voice quality and service rate of the terminal in the first frequency band within a preset RSRP interval.
[0054] Optionally, the first parameter includes an average subjective opinion score (MOS) score, a terminal uplink rate, and a terminal downlink rate on a first frequency band when the terminal is within a preset duration and a preset RSRP interval. Accordingly, the voice quality of the terminal within the preset RSRP interval is reflected by the MOS score, and the service rate of the terminal within the preset RSRP interval is reflected by the terminal uplink rate and the terminal downlink rate.
[0055] Optionally, the first user experience model is a neural network model, which is constructed based on a related neural network model algorithm. For example, the first user experience model can be constructed and trained according to a gradient descent algorithm, and the trained first user experience model can be used to determine the first parameter in the embodiment of the present application.
[0056] In a possible implementation, the frequency band switching device obtains sample data for building and training the first user experience model through the base station. Exemplarily, the aforementioned sample data may include: voice service data and data service data of the first frequency band. Specifically, in combination with the example in the aforementioned S301, when the network standard of the first frequency band is a TDD network in a 5G network and the frequency is 3.5 GHz, the sample data may include: base station side background noise, uplink PRB utilization, total uplink PRB number, downlink PRB utilization, total downlink PRB number, user side RSRP.
[0057] It should be noted that the method in which the frequency band switching device constructs a first user experience model based on sample data based on a neural network model algorithm is a prior art in the art and will not be described in detail in this application.
[0058] In a possible implementation, the frequency band switching device sets the preset RSRP interval to -120dBm to -60dBm, and accordingly, the frequency band switching device obtains a first parameter of the terminal within the range of -120dBm to -60dBm within a preset time length. Exemplarily, the frequency band switching device determines an RSRP value at intervals of 1dBm within the range of -120dBm to -60dBm. For example, the frequency band switching device first determines an RSRP value of -120dBm, combines this RSRP value with the indicator information of the first frequency band obtained in S301, and determines the MOS score, terminal uplink rate, and terminal downlink rate of the terminal at this RSRP value through the first user experience model. Furthermore, the frequency band switching device obtains the MOS score, terminal uplink rate and terminal downlink rate of the terminal corresponding to all RSRP values with an interval of 1dBm in the range of -120dBm to -60dBm (that is, integer values between -120dBm and -60dBm, a total of 61) through the first user experience model, and determines it as the first parameter.
[0059] S303: The frequency band switching device inputs the indicator information of the terminal in the second frequency band into a second user experience model to determine a second parameter.
[0060] The second parameter is used to characterize the voice quality and service rate of the terminal in the second frequency band within a preset RSRP interval.
[0061] Optionally, the second parameter includes an average subjective opinion score (MOS) score, a terminal uplink rate, and a terminal downlink rate on the second frequency band when the terminal is within a preset duration and a preset RSRP interval. Accordingly, the voice quality of the terminal within the preset RSRP interval is reflected by the MOS score, and the service rate of the terminal within the preset RSRP interval is reflected by the terminal uplink rate and the terminal downlink rate.
[0062] Optionally, the second user experience model is a neural network model, which is constructed based on a related neural network model algorithm. For example, the second user experience model can be constructed and trained according to a gradient descent algorithm, and the trained second user experience model can be used to determine the second parameter in the embodiment of the present application.
[0063] In a possible implementation, the frequency band switching device obtains sample data for building and training the second user experience model through the base station. Exemplarily, the aforementioned sample data may include: voice service data and data service data of the second frequency band. Specifically, in combination with the example in the aforementioned S301, when the network standard of the second frequency band is the FDD network in the 5G network and the frequency is 900MHz, the sample data may include: base station side background noise, uplink PRB utilization, total uplink PRB number, downlink PRB utilization, total downlink PRB number, user side RSRP.
[0064] It should be noted that the method in which the frequency band switching device constructs a second user experience model based on sample data based on a neural network model algorithm is a prior art in the art and will not be described in detail in this application.
[0065] In a possible implementation, the frequency band switching device sets the preset RSRP interval to -120dBm to -60dBm, and accordingly, the frequency band switching device obtains the second parameter of the terminal within the preset time length within the range of -120dBm to -60dBm. Exemplarily, the frequency band switching device determines an RSRP value at every interval of 1dBm within the range of -120dBm to -60dBm. For example, the frequency band switching device first determines an RSRP value of -120dBm, combines this RSRP value with the indicator information of the second frequency band obtained in S301, and determines the MOS score, terminal uplink rate and terminal downlink rate of the terminal under this RSRP value through the second user experience model. Further, the frequency band switching device obtains the MOS score, terminal uplink rate and terminal downlink rate of the terminal corresponding to all RSRP values (that is, integer values between -120dBm and -60dBm, a total of 61) within the range of -120dBm to -60dBm, and determines it as the second parameter.
[0066] S304: The frequency band switching device determines a service perception parameter of the first frequency band according to the first parameter.
[0067] Optionally, the service perception parameter of the first frequency band includes a first uplink service perception parameter and a first downlink service perception parameter. It can be understood that the service perception parameter reflects the quality of the user's experience of the terminal after perceiving the service in a communication environment based on the first parameter. The higher the parameter value of the service perception parameter, the better the user's experience of the service is; conversely, the lower the parameter value of the service perception parameter, the worse the user's experience of the service is.
[0068] Optionally, a method for determining the first uplink service perception parameter and the first downlink service perception parameter is described below:
[0069] (1) The frequency band switching device determines a first uplink service perception parameter.
[0070] The frequency band switching device determines the first uplink service perception parameter according to the MOS score, the terminal uplink rate, the first weighting coefficient and the second weighting coefficient on the first frequency band when the terminal is located within the preset time length and the preset RSRP interval.
[0071] In a possible implementation manner, calculation of the first uplink service perception parameter satisfies the following formula 1:
[0072] First uplink service perception = α × terminal uplink rate + β × MOS score Formula 1
[0073] Wherein, α represents the first weighting coefficient, and β represents the second weighting coefficient. For example, the first weighting coefficient is 0.5, and the second weighting coefficient is 0.5. The specific values of the first weighting coefficient and the second weighting coefficient may be determined according to the actual situation, and the embodiment of the present application does not make specific limitations.
[0074] Exemplarily, corresponding to the example in S302, the frequency band switching device determines the first uplink service perception based on the MOS score of the terminal and the terminal uplink rate corresponding to all RSRP values of the terminal in the range of -120dBm to -60dBm with an interval of 1dBm (that is, integer values between -120dBm and -60dBm, a total of 61) in the 3.5GHz frequency band (that is, the first frequency band), combined with formula 1.
[0075] (2) The frequency band switching device determines the first downlink service perception parameter.
[0076] The frequency band switching device determines the first downlink service perception parameter according to the MOS score, the terminal downlink rate, the first weighting coefficient and the second weighting coefficient on the first frequency band when the terminal is located within the preset time length and the preset RSRP interval.
[0077] In a possible implementation manner, calculation of the first uplink service perception parameter satisfies the following formula 2:
[0078] First downlink service perception = α × terminal downlink rate + β × MOS score Formula 2
[0079] Wherein, α represents the first weighting coefficient, and β represents the second weighting coefficient. For example, the first weighting coefficient is 0.5, and the second weighting coefficient is 0.5. The specific values of the first weighting coefficient and the second weighting coefficient may be determined according to the actual situation, and the embodiment of the present application does not make specific limitations.
[0080] Exemplarily, corresponding to the example in S302, the frequency band switching device determines the first downlink service perception based on the MOS score of the terminal and the terminal downlink rate corresponding to all RSRP values of the terminal in the range of -120dBm to -60dBm with an interval of 1dBm (that is, integer values between -120dBm and -60dBm, a total of 61) in the 3.5GHz frequency band (that is, the first frequency band), combined with formula 1.
[0081] The method for determining the first uplink service perception parameter and the first downlink service perception parameter is described above.
[0082] S305. The frequency band switching device determines a service perception parameter of the second frequency band according to the second parameter.
[0083] Optionally, the service perception parameter of the second frequency band includes a second uplink service perception parameter and a second downlink service perception parameter. It can be understood that the service perception parameter reflects the quality of the user's experience of the terminal after perceiving the service in a communication environment based on the second parameter. The higher the parameter value of the service perception parameter, the better the user's experience of the service is; conversely, the lower the parameter value of the service perception parameter, the worse the user's experience of the service is.
[0084] Optionally, a method for determining the second uplink service perception parameter and the second downlink service perception parameter is described below:
[0085] (1) The frequency band switching device determines the second uplink service perception parameter.
[0086] The frequency band switching device determines the second uplink service perception parameter according to the MOS score, the terminal uplink rate, the second weighting coefficient and the second weighting coefficient on the second frequency band when the terminal is within the preset time length and the preset RSRP interval.
[0087] In a possible implementation manner, calculation of the second uplink service perception parameter satisfies the following formula 3:
[0088] Second uplink service perception = α × terminal uplink rate + β × MOS score Formula 3
[0089] Wherein, α represents the second weighting coefficient, and β represents the second weighting coefficient. For example, the second weighting coefficient is 0.5, and the second weighting coefficient is 0.5. The specific second weighting coefficient and the value of the second weighting coefficient can be determined according to the actual situation, and the embodiment of the present application does not make specific limitations.
[0090] Exemplarily, corresponding to the example in S302, the frequency band switching device determines the second uplink service perception based on the MOS score of the terminal and the terminal uplink rate corresponding to all RSRP values of the terminal in the range of -120dBm to -60dBm with an interval of 1dBm (that is, integer values between -120dBm and -60dBm, a total of 61) in the 3.5GHz frequency band (that is, the second frequency band), combined with formula 1.
[0091] (2) The frequency band switching device determines the second downlink service perception parameter.
[0092] The frequency band switching device determines the second downlink service perception parameter according to the MOS score, the terminal downlink rate, the second weighting coefficient and the second weighting coefficient on the second frequency band when the terminal is located within the preset time length and the preset RSRP interval.
[0093] In a possible implementation manner, calculation of the second uplink service perception parameter satisfies the following formula 4:
[0094] Second downlink service perception = α × terminal downlink rate + β × MOS score Formula 4
[0095] Wherein, α represents the second weighting coefficient, and β represents the second weighting coefficient. For example, the second weighting coefficient is 0.5, and the second weighting coefficient is 0.5. The specific second weighting coefficient and the value of the second weighting coefficient can be determined according to the actual situation, and the embodiment of the present application does not make specific limitations.
[0096] Exemplarily, corresponding to the example in S302, the frequency band switching device determines the second downlink service perception based on the MOS score of the terminal and the terminal downlink rate corresponding to all RSRP values of the terminal in the range of -120dBm to -60dBm with an interval of 1dBm (that is, integer values between -120dBm and -60dBm, a total of 61) in the 3.5GHz frequency band (that is, the second frequency band), combined with formula 1.
[0097] The method for determining the second uplink service perception parameter and the second downlink service perception parameter is described above.
[0098] S306: The frequency band switching apparatus determines an RSRP switching threshold of the terminal between the first frequency band and the second frequency band according to the service perception parameters of the first frequency band and the second frequency band.
[0099] Optionally, the RSRP switching threshold includes an uplink switching threshold and a downlink switching threshold, which are respectively applied to frequency band switching of the terminal during uplink transmission and downlink transmission.
[0100] In one possible implementation, Figure 4 As shown, the frequency band switching device establishes a two-dimensional rectangular coordinate system, the horizontal coordinate of which is RSRP. The vertical coordinate is the service perception parameter. Further, the frequency band switching device determines the fitting curves corresponding to the first uplink service perception parameter, the first downlink service perception parameter, the second uplink service perception parameter, and the second downlink service perception parameter in the coordinate system.
[0101] After that, the frequency band switching device determines the horizontal coordinate of the intersection of the fitting curve corresponding to the first uplink service perception parameter and the second uplink service perception parameter as the uplink switching threshold; the frequency band switching device determines the horizontal coordinate of the intersection of the fitting curve corresponding to the first downlink service perception parameter and the second downlink service perception parameter as the downlink switching threshold.
[0102] For example, in Figure 4 In the figure, curve 1 and curve 2 represent the fitting curves corresponding to the first uplink service perception parameter and the second uplink service perception parameter, respectively. Curve 1 and curve 2 intersect at point a, and the horizontal coordinate x of point a is a The corresponding RSRP value is the uplink switching threshold.
[0103] For example, similarly, in Figure 4 In the figure, curve 3 and curve 4 represent the fitting curves corresponding to the first downlink service perception parameter and the second downlink service perception parameter, respectively. Curve 3 and curve 4 intersect at point b. The horizontal coordinate x of point b is b The corresponding RSRP value is the uplink switching threshold.
[0104] S307: The frequency band switching apparatus instructs the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold.
[0105] It should be noted that, combined with the examples in the previous steps, due to the characteristics of TDD and FDD networks, when RSRP is low, uplink transmission uses the 3.5GHz frequency band (i.e., the first frequency band) corresponding to the TDD network; when RSRP is high, downlink transmission uses the 900MHz frequency band (i.e., the second frequency band) corresponding to the FDD network. It is not difficult to see that this is also related to Figure 4 The situation shown is consistent.
[0106] The following specifically describes the process of the frequency band switching device instructing the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold according to different situations:
[0107] Case 1: The RSRP of the terminal is greater than the uplink switching threshold.
[0108] This is aimed at the uplink transmission of the terminal, combined with Figure 4 , it can be seen that if the terminal switches to the second frequency band, the corresponding service perception parameter will be higher, that is, the service perception experience of the terminal user after switching will be better. Therefore, the frequency band switching device instructs the terminal to switch from the first frequency band to the second frequency band for uplink transmission at this time.
[0109] Case 2: The RSRP of the terminal is less than or equal to the uplink switching threshold.
[0110] This is aimed at the uplink transmission of the terminal, combined with Figure 4 It can be seen that even after the terminal switches to the second frequency band, the corresponding service perception parameters will remain unchanged or decrease, that is, the service perception experience of the terminal user after switching will be worse. Therefore, the frequency band switching device instructs the terminal not to switch the frequency band at this time and continue to maintain uplink transmission in the first frequency band.
[0111] Case 3: The terminal RSRP is less than the downlink switching threshold.
[0112] This is aimed at the downlink transmission of the terminal, combined with Figure 4, it can be seen that if the terminal switches to the first frequency band, the corresponding service perception parameter will be higher, that is, the service perception experience of the terminal user after switching will be better. Therefore, the frequency band switching device instructs the terminal to switch from the second frequency band to the first frequency band for downlink transmission at this time.
[0113] Case 4: The terminal RSRP is greater than or equal to the downlink switching threshold.
[0114] This is aimed at the downlink transmission of the terminal, combined with Figure 4 It can be seen that even after the terminal switches to the first frequency band, the corresponding service perception parameters will remain unchanged or decrease, that is, the service perception experience of the terminal user after switching will be worse. Therefore, the frequency band switching device instructs the terminal not to switch the frequency band at this time and continue to maintain the downlink transmission in the second frequency band.
[0115] Understandably, reference Figure 4 It can be seen that when the RSRP of the terminal is within the uplink switching threshold (i.e. Figure 4 The horizontal coordinate x of point a in a ) to (i.e. Figure 4 The horizontal coordinate x of point b in b ), according to the switching process of the present application, the terminal uses the second frequency band for uplink transmission at this time, and the first frequency band for downlink transmission. Exemplarily, in combination with the example of the above steps, at this time, the terminal uses 900MHz corresponding to the FDD network for uplink transmission, and 3.5GHz corresponding to the TDD network for downlink transmission.
[0116] Therefore, the present application can fully utilize the advantages of different frequency bands in uplink and downlink transmission through cross-frequency band collaboration between the first frequency band and the second frequency band, thereby improving the service experience of terminal users.
[0117] The above specifically describes the process of the frequency band switching apparatus instructing the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold according to different situations.
[0118] Based on the above technical solution, the frequency band switching device in the embodiment of the present application obtains the index information of the terminal in the first frequency band and the second frequency band, and inputs these index information into the trained neural network model to determine the first parameter and the second parameter used to characterize the voice quality and service rate of the terminal in the two frequency bands. After that, the frequency band switching device determines the service perception parameter that can reflect the quality of the user's service perception experience based on the first parameter and the second parameter, and finally determines the RSRP switching threshold based on the service perception parameter, so that the frequency band switching device instructs the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold. Therefore, the technical solution of the present application can determine the RSRP threshold for the terminal to switch between frequency bands in real time based on the multi-faceted indicators of the frequency band where the terminal is located, give full play to the advantages of different frequency bands in uplink transmission and downlink transmission, and realize that the terminal switches to a better frequency band when switching between different frequencies, thereby ensuring the service experience of the terminal user.
[0119] The embodiment of the present application can divide the frequency band switching device into functional modules or functional units according to the above method example. For example, each functional module or functional unit can be divided according to each function, or two or more functions can be integrated into one processing module. The above integrated module can be implemented in the form of hardware or in the form of software functional modules or functional units. Among them, the division of modules or units in the embodiment of the present application is schematic, which is only a logical function division, and there may be other division methods in actual implementation.
[0120] For example, Figure 5 FIG. 5 is a possible structural diagram of a frequency band switching device involved in an embodiment of the present application. The frequency band switching device 500 includes: an acquisition unit 501 and a processing unit 502 .
[0121] The acquisition unit 501 is used to acquire indicator information on the first frequency band and the second frequency band within a preset time period of the terminal.
[0122] The processing unit 502 is configured to input the indicator information of the terminal in the first frequency band into a first user experience model to determine a first parameter.
[0123] The processing unit 502 is further configured to input the indicator information of the terminal in the second frequency band into the second user experience model to determine a second parameter.
[0124] The processing unit 502 is further configured to determine a service perception parameter of the first frequency band according to the first parameter.
[0125] The processing unit 502 is further configured to determine a service perception parameter of the second frequency band according to the second parameter.
[0126] The processing unit 502 is further configured to determine an RSRP switching threshold of the terminal between the first frequency band and the second frequency band according to the service perception parameters of the first frequency band and the second frequency band.
[0127] The processing unit 502 is further configured to instruct the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold.
[0128] Optionally, the processing unit 502 is further used to determine the first uplink service perception parameter according to the MOS score, the terminal uplink rate, the first weighting coefficient and the second weighting coefficient on the first frequency band when the terminal is within a preset time length and a preset RSRP interval.
[0129] Optionally, the processing unit 502 is further used to determine the first downlink service perception parameter according to the MOS score, the terminal downlink rate, the first weighting coefficient and the second weighting coefficient on the first frequency band when the terminal is within a preset time length and a preset RSRP interval.
[0130] Optionally, the processing unit 502 is further used to determine the second uplink service perception parameter according to the MOS score, the terminal uplink rate, the first weighting coefficient and the second weighting coefficient on the second frequency band when the terminal is within a preset time length and a preset RSRP interval.
[0131] Optionally, the processing unit 502 is further used to determine the second downlink service perception parameter according to the MOS score, the terminal downlink rate, the first weighting coefficient and the second weighting coefficient on the second frequency band when the terminal is within a preset time length and a preset RSRP interval.
[0132] Optionally, the processing unit 502 is further configured to respectively determine fitting curves corresponding to the first uplink service perception parameter, the first downlink service perception parameter, the second uplink service perception parameter, and the second downlink service perception parameter.
[0133] Optionally, the processing unit 502 is further configured to determine the abscissa of an intersection of fitting curves corresponding to the first uplink service perception parameter and the second uplink service perception parameter as an uplink switching threshold.
[0134] Optionally, the processing unit 502 is further configured to determine the abscissa of an intersection of fitting curves corresponding to the first downlink service perception parameter and the second downlink service perception parameter as a downlink switching threshold.
[0135] Optionally, the processing unit 502 is further configured to instruct the terminal to switch from the first frequency band to the second frequency band for uplink transmission when the RSRP of the terminal is greater than an uplink switching threshold.
[0136] Optionally, the processing unit 502 is further configured to instruct the terminal to switch from the second frequency band to the first frequency band for downlink transmission when the RSRP of the terminal is less than a downlink switching threshold.
[0137] Optionally, the frequency band switching device 500 may further include a storage unit ( Figure 5 The storage unit stores a program or instruction. When the processing unit 502 executes the program or instruction, the frequency band switching device can execute the frequency band switching method described in the above method embodiment.
[0138] also, Figure 5 The technical effects of the frequency band switching device can refer to the technical effects of the frequency band switching method described in the above embodiment, which will not be repeated here.
[0139] For example, Figure 6 FIG. 2 is another possible structural diagram of the frequency band switching device involved in the above embodiment. Figure 6 As shown, the frequency band switching device 600 includes: a processor 602 .
[0140] The processor 602 is used to control and manage the actions of the frequency band switching device, for example, to execute the steps executed by the above-mentioned acquisition unit 501 and processing unit 502, and / or to execute other processes of the technical solution described in this document.
[0141] The processor 602 may be a processor that implements or executes various exemplary logic blocks, modules, and circuits described in conjunction with the contents of this application. The processor may be a central processing unit, a general-purpose processor, a digital signal processor, an application-specific integrated circuit, a field programmable gate array, or other programmable logic devices, transistor logic devices, hardware components, or any combination thereof. It may implement or execute various exemplary logic blocks, modules, and circuits described in conjunction with the contents disclosed in this application. The processor may also be a combination that implements computing functions, such as a combination of one or more microprocessors, a combination of a DSP and a microprocessor, and the like.
[0142] Optionally, the frequency band switching device 600 may further include a communication interface 603, a memory 601 and a bus 604. The communication interface 603 is used to support the communication between the frequency band switching device 600 and other network entities. The memory 601 is used to store program codes and data of the frequency band switching device.
[0143] Among them, the memory 601 can be a memory in the frequency band switching device, and the memory can include a volatile memory, such as a random access memory; the memory can also include a non-volatile memory, such as a read-only memory, a flash memory, a hard disk or a solid-state drive; the memory can also include a combination of the above types of memory.
[0144] The bus 604 may be an Extended Industry Standard Architecture (EISA) bus, etc. The bus 604 may be divided into an address bus, a data bus, a control bus, etc. For ease of representation, Figure 6 Only one thick line is used in the diagram, but this does not mean that there is only one bus or only one type of bus.
[0145] Through the description of the above implementation methods, those skilled in the art can clearly understand that for the convenience and simplicity of description, only the division of the above functional modules is used as an example. In actual applications, the above functions can be assigned to different functional modules as needed, that is, the internal structure of the device is divided into different functional modules to complete all or part of the functions described above. The specific working process of the system, device and module described above can refer to the corresponding process in the aforementioned method embodiment, and will not be repeated here.
[0146] An embodiment of the present application provides a computer program product including instructions. When the computer program product is run on an electronic device of the present application, the computer is enabled to execute the frequency band switching method described in the above method embodiment.
[0147] An embodiment of the present application further provides a computer-readable storage medium, in which instructions are stored. When a computer executes the instructions, the electronic device of the present application executes each step executed by the frequency band switching device in the method flow shown in the above method embodiment.
[0148] Among them, the computer-readable storage medium can be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media (a non-exhaustive list) include: an electrical connection with one or more wires, a portable computer disk, and a hard disk. Random Access Memory (RAM), Read-Only Memory (ROM), Erasable Programmable Read Only Memory (EPROM), registers, hard disks, optical fibers, portable compact disk read-only memory (CD-ROM), optical storage devices, magnetic storage devices, or any other form of computer-readable storage medium in a suitable combination of the above, or numerical values in the art. An exemplary storage medium is coupled to a processor so that the processor can read information from the storage medium and write information to the storage medium. Of course, the storage medium can also be a component of the processor. The processor and the storage medium can be located in an Application Specific Integrated Circuit (ASIC). In the embodiments of the present application, a computer-readable storage medium may be any tangible medium that contains or stores a program, which may be used by or in conjunction with an instruction execution system, apparatus, or device.
[0149] The above is only a specific implementation of the present application, but the protection scope of the present application is not limited thereto. Any changes or substitutions within the technical scope disclosed in the present application should be included in the protection scope of the present application. Therefore, the protection scope of the present application should be based on the protection scope of the claims.
Claims
1. A frequency band switching method, characterized in that: The method comprises: Obtain indicator information on the first frequency band and the second frequency band within a preset duration of the terminal; wherein the indicator information includes one or more of the following: base station side noise floor parameter, uplink physical resource block PRB utilization, total uplink PRB number, downlink PRB utilization, total downlink PRB number; Input the indicator information of the terminal in the first frequency band into a first user experience model to determine a first parameter; wherein the first parameter is used to characterize the voice quality and service rate of the terminal in the first frequency band within a preset reference signal received power RSRP interval; Input the indicator information of the terminal in the second frequency band into a second user experience model to determine a second parameter; wherein the second parameter is used to characterize the voice quality and service rate of the terminal in the second frequency band within a preset RSRP interval; the first user experience model and the second user experience model are neural network models constructed based on a gradient descent algorithm; Determine the service perception parameter of the first frequency band according to the first parameter, and determine the service perception parameter of the second frequency band according to the second parameter; the service perception parameter is used to characterize the quality of the user's experience of the service; the service perception parameter of the first frequency band includes a first uplink service perception parameter and a first downlink service perception parameter, and the service perception parameter of the second frequency band includes a second uplink service perception parameter and a second downlink service perception parameter; Determining, according to the service perception parameters of the first frequency band and the second frequency band, an RSRP switching threshold of the terminal between the first frequency band and the second frequency band; Instructing the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold; The RSRP switching threshold includes an uplink switching threshold and a downlink switching threshold, and determining the RSRP switching threshold of the terminal between the first frequency band and the second frequency band according to the service perception parameters of the first frequency band and the second frequency band specifically includes: Determine fitting curves corresponding to the first uplink service perception parameter, the first downlink service perception parameter, the second uplink service perception parameter, and the second downlink service perception parameter, respectively; wherein the fitting curve is located in a two-dimensional rectangular coordinate system, the abscissa of the two-dimensional rectangular coordinate system is RSRP, and the ordinate of the two-dimensional rectangular coordinate system is the service perception parameter; determining the abscissa of an intersection of the fitting curves corresponding to the first uplink service perception parameter and the second uplink service perception parameter as the uplink switching threshold; The abscissa of an intersection of the fitting curves corresponding to the first downlink service perception parameter and the second downlink service perception parameter is determined as the downlink switching threshold.
2. The method according to claim 1, characterized in that The first parameter includes a MOS score, a terminal uplink rate, and a terminal downlink rate on the first frequency band when the terminal is within the preset duration and the preset RSRP interval; The second parameter includes an average subjective opinion MOS score, a terminal uplink rate, and a terminal downlink rate on the second frequency band when the terminal is within the preset duration and the preset RSRP interval.
3. The method according to claim 2, characterized in that The determining the service perception parameter of the first frequency band according to the first parameter, and determining the service perception parameter of the second frequency band according to the second parameter specifically includes: Determine the first uplink service perception parameter according to the MOS score, the terminal uplink rate, the first weighting coefficient, and the second weighting coefficient, when the terminal is located within the preset duration and the preset RSRP interval, on the first frequency band; Determine the first downlink service perception parameter according to the MOS score, the terminal downlink rate, the first weighting coefficient, and the second weighting coefficient, when the terminal is located within the preset duration and the preset RSRP interval, on the first frequency band; Determine the second uplink service perception parameter according to the MOS score, the terminal uplink rate, the first weighting coefficient, and the second weighting coefficient, when the terminal is located within the preset duration and the preset RSRP interval, on the second frequency band; The second downlink service perception parameter is determined according to the MOS score, the terminal downlink rate, the first weighting coefficient and the second weighting coefficient on the second frequency band when the terminal is within the preset duration and the preset RSRP interval.
4. The method according to claim 1, characterized in that The instructing the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold specifically includes: When the RSRP of the terminal is greater than the uplink switching threshold, instructing the terminal to switch from the first frequency band to the second frequency band for uplink transmission; When the RSRP of the terminal is less than the downlink switching threshold, instruct the terminal to switch from the second frequency band to the first frequency band for downlink transmission.
5. A frequency band switching device, characterized in that: The frequency band switching device comprises: an acquisition unit and a processing unit; The acquisition unit is used to acquire the indicator information on the first frequency band and the second frequency band within the preset duration of the terminal; wherein the indicator information includes one or more of the following: base station side noise floor parameter, uplink physical resource block PRB utilization, total uplink PRB number, downlink PRB utilization, total downlink PRB number; The processing unit is used to input the indicator information of the terminal in the first frequency band into a first user experience model to determine a first parameter; wherein the first parameter is used to characterize the voice quality and service rate of the terminal in the first frequency band within a preset reference signal received power RSRP interval; The processing unit is further used to input the indicator information of the terminal in the second frequency band into a second user experience model to determine a second parameter; wherein the second parameter is used to characterize the voice quality and service rate of the terminal in the second frequency band within a preset RSRP interval; the first user experience model and the second user experience model are neural network models constructed based on a gradient descent algorithm; The processing unit is further used to determine the service perception parameter of the first frequency band according to the first parameter, and determine the service perception parameter of the second frequency band according to the second parameter; the service perception parameter is used to characterize the quality of the user's experience of the service; the service perception parameter of the first frequency band includes a first uplink service perception parameter and a first downlink service perception parameter, and the service perception parameter of the second frequency band includes a second uplink service perception parameter and a second downlink service perception parameter; The processing unit is further configured to determine, according to the service perception parameters of the first frequency band and the second frequency band, an RSRP switching threshold of the terminal between the first frequency band and the second frequency band; the RSRP switching threshold includes an uplink switching threshold and a downlink switching threshold; The processing unit is further configured to instruct the terminal to switch between the first frequency band and the second frequency band according to the RSRP of the terminal and the RSRP switching threshold; The processing unit is further used to respectively determine fitting curves corresponding to the first uplink service perception parameter, the first downlink service perception parameter, the second uplink service perception parameter, and the second downlink service perception parameter; wherein the fitting curve is located in a two-dimensional rectangular coordinate system, the abscissa of the two-dimensional rectangular coordinate system is RSRP, and the ordinate of the two-dimensional rectangular coordinate system is the service perception parameter; The processing unit is further configured to determine the horizontal coordinate of the intersection of the fitting curves corresponding to the first uplink service perception parameter and the second uplink service perception parameter as an uplink switching threshold; The processing unit is further configured to determine the horizontal coordinate of the intersection of the fitting curves corresponding to the first downlink service perception parameter and the second downlink service perception parameter as a downlink switching threshold.
6. The frequency band switching device according to claim 5, characterized in that: The first parameter includes a MOS score, a terminal uplink rate, and a terminal downlink rate on the first frequency band when the terminal is within the preset duration and the preset RSRP interval; The second parameter includes an average subjective opinion MOS score, a terminal uplink rate, and a terminal downlink rate on the second frequency band when the terminal is within the preset duration and the preset RSRP interval.
7. The frequency band switching device according to claim 6, characterized in that: The processing unit is further configured to determine the first uplink service perception parameter according to the MOS score, the terminal uplink rate, the first weighting coefficient, and the second weighting coefficient, of the terminal on the first frequency band when the terminal is located within the preset duration and the preset RSRP interval; The processing unit is further configured to determine the first downlink service perception parameter according to the MOS score of the terminal on the first frequency band, the terminal downlink rate, the first weighting coefficient, and the second weighting coefficient when the terminal is located within the preset duration and the preset RSRP interval; The processing unit is further configured to determine the second uplink service perception parameter according to the MOS score, the terminal uplink rate, the first weighting coefficient, and the second weighting coefficient, of the terminal on the second frequency band when the terminal is within the preset duration and the preset RSRP interval; The processing unit is further used to determine the second downlink service perception parameter according to the MOS score of the terminal on the second frequency band, the terminal downlink rate, the first weighting coefficient and the second weighting coefficient when the terminal is within the preset time length and the preset RSRP interval.
8. The frequency band switching device according to claim 5, characterized in that: When the RSRP of the terminal is greater than the uplink switching threshold, instructing the terminal to switch from the first frequency band to the second frequency band for uplink transmission; When the RSRP of the terminal is less than the downlink switching threshold, instruct the terminal to switch from the second frequency band to the first frequency band for downlink transmission.
9. An electronic device, characterized in that: include: A processor and a memory; wherein the memory is used to store computer-executable instructions, and when the electronic device is running, the processor executes the computer-executable instructions stored in the memory so that the electronic device performs the frequency band switching method as described in any one of claims 1-4.
10. A computer-readable storage medium, characterized in that: The computer-readable storage medium includes instructions. When the instructions in the computer-readable storage medium are executed by an electronic device, the electronic device is enabled to execute the frequency band switching method according to any one of claims 1 to 4.
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