Integrated sensing and communication method and system, and electronic device and storage medium
By adopting synesthesia integrated method in the communication system, using passive detection technology and signal transmission mode adaptation, the problem of waste of communication and perceived resources is solved, and resource conservation and perception accuracy are improved.
Patent Information
- Application Number
- PCT/CN2024/115872
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Priority Date
- 2023-09-13
- Filing Date
- 2024-08-30
- Publication Date
- 2025-03-20
AI Technical Summary
When designing existing communication systems, due to different needs of communication and perception, the frequency spectrum and hardware resources are wasted.
Through a synesthesia integrated method, passive detection technology is used to detect the target object, signal transmission mode adapted to the detection distance is determined, and processing it in the communication time slot and the perception time slot respectively, realizing the unity of communication and perception functions.
This method can save spectrum and hardware resources, improve perceptual accuracy, optimize perceived benefits in synesthesia process, and assist in locking target objects to make up for the blind spots that may be formed by separate deployment.
Smart Images

Figure CN2024115872_20032025_PF_FP_ABST
Abstract
Description
Synaesthesia integration method, system, electronic device and storage medium
[0001] CROSS-REFERENCE TO RELATED APPLICATIONS
[0002] This application claims priority to a Chinese patent application filed with the Patent Office of China on September 13, 2023, with application number 202311184444.0 and invention name “A Synaesthesia Integration Method, System, Electronic Device and Storage Medium”. The entire contents of the Chinese patent application are incorporated herein by reference. Technical Field
[0003] The present application relates to the field of communication technology, and in particular to a synaesthesia integration method, system, electronic device and storage medium. Background Art
[0004] In simple terms, synaesthesia is the integration of communication and perception. Perception here broadly refers to the perception of the properties and states of all environmental objects.
[0005] In the communications field, communication systems have different requirements for communication and perception, necessitating a separate design and deployment for these two functions. However, this separate design and deployment approach wastes resources such as spectrum and hardware, presenting a pressing technical challenge.
[0006] Summary of the Invention
[0007] In a first aspect, a synaesthesia integration method is provided, comprising: when it is necessary to perceive a target object, detecting the target object based on passive detection technology to obtain a detection distance of the target object; determining a target signal transmission mode adapted for perception at the detection distance; performing communication processing based on the target antenna in a communication time slot according to the target signal transmission mode, and performing perception processing based on the target antenna in a perception time slot.
[0008] In a second aspect, an embodiment of the present application provides an integrated synaesthesia system, including: a detection antenna, which detects the target object based on passive detection technology when it is necessary to perceive the target object, and obtains the detection distance of the target object; a controller, which is used to determine a target signal transmission mode suitable for perception at the detection distance; and a synaesthesia antenna, which is used to perform communication processing in a communication time slot and perception processing in a perception time slot according to the signal transmission mode.
[0009] In a third aspect, an embodiment of the present application provides an electronic device, comprising: a processor; and a memory configured to store computer-executable instructions, wherein the computer-executable instructions, when executed, cause the processor to execute the method described in the first aspect.
[0010] According to a fourth aspect, a computer-readable storage medium is provided, wherein the computer-readable storage medium is used to store computer-executable instructions, and the computer-executable instructions implement the method described in the first aspect when executed by a processor. BRIEF DESCRIPTION OF THE DRAWINGS
[0011] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are only some embodiments recorded in the embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.
[0012] FIG1 is a flow chart of a synaesthesia integration method according to an embodiment of the present application.
[0013] FIG2 is a schematic diagram of an implementation architecture of a base station side of the synaesthesia integration method according to an embodiment of the present application.
[0014] FIG3 is a schematic diagram of the operation of the synaesthesia antenna in the perception phase in the synaesthesia integration method according to an embodiment of the present application.
[0015] FIG4 is a schematic diagram of a synaesthesia integration method for sensing a drone according to an embodiment of the present application.
[0016] FIG5 is a schematic diagram of the collaboration between communication and perception in the synaesthesia integration method according to an embodiment of the present application.
[0017] FIG6 is a schematic structural diagram of the synaesthesia integration system according to an embodiment of the present application.
[0018] FIG7 is a schematic structural diagram of an electronic device according to an embodiment of the present application. DETAILED DESCRIPTION
[0019] As mentioned earlier, in the communications field, communication systems have different requirements for communication and perception, necessitating a separate design and deployment of these two functions. For example, 4G communication systems require the addition of radar equipment to existing communication equipment to measure speed and perform sensing and imaging of nearby terminal devices. However, this separate design and deployment approach wastes resources such as spectrum and hardware.
[0020] In light of this, this application aims to propose an integrated synaesthesia solution that can achieve both communication and perception functions through a single set of antenna equipment, thereby saving spectrum and antenna resources. For example, in the field of communications, the communication and perception functions can be achieved through the target antenna in the existing communication equipment of the base station.
[0021] In order to enable those skilled in the art to better understand the technical solutions in this specification, the technical solutions in the embodiments of this application will be clearly and completely described below in conjunction with the drawings in the embodiments of this application. Obviously, the embodiments described are only part of the embodiments of this specification, not all of the embodiments. Based on the embodiments in this specification, all other embodiments obtained by ordinary technicians in this field without making creative efforts should fall within the scope of protection of this specification.
[0022] On the one hand, an embodiment of the present application provides a synaesthesia integration method that can be applied to any synaesthesia integration device, such as a base station in the field of communications. Figure 1 is a flow chart of the synaesthesia integration method of this embodiment, which specifically includes the following steps:
[0023] S102: When a target object needs to be sensed, the target object is detected based on a passive detection technology to obtain a detection distance of the target object.
[0024] In this embodiment, passive detection technology does not transmit any signals (does not occupy spectrum resources), but instead detects the target object through electromagnetic signals emitted by the target object itself. It should be noted that determining the detection distance of the target object is an existing function of passive detection technology and will not be further described here.
[0025] The perception used in synaesthesia integration is active detection technology. Unlike passive detection, active detection technology sends electromagnetic wave signals to the target object and detects the echo signals reflected by the target object. In other words, in this embodiment, detecting the target object using passive detection technology and synaesthesia integration are independent processes.
[0026] S104: Determine a target signal transmission mode suitable for sensing the detection distance.
[0027] This embodiment implements both communication and perception functions based on target antennas. Specifically, the target antenna acts as both a communication antenna and a perception antenna, utilizing the same spectrum resources. To this end, the communication signal transmission mode can be adapted based on the perception needs of the target object, maximizing perception benefits while still achieving communication.
[0028] For example, when sensing a close-range target, the short transmission time of the target's echo signal should be avoided. This is because if the switching time is longer than the echo transmission time, the echo signal may be lost during the switching process, resulting in a perception blind spot.
[0029] To this end, this embodiment can adopt a full-duplex target signal transmission mode when the detection distance meets the preset short-range standard. It should be noted that the existing communication antenna is composed of multiple antenna channels, and each antenna channel can be regarded as a sub-antenna. Full-duplex means that in the communication time slot, the communication signal is sent based on a part of the antenna channels of the target antenna, and the communication signal is received based on another part of the antenna channels at the same time, and in the perception time slot, the perception signal is sent based on a part of the antenna channels of the target antenna, and the perception signal is received based on another part of the antenna channels at the same time. It can be seen that full-duplex is a bidirectional data transmission mode in which "reception" and "transmission" are carried out simultaneously, and no switching is required. Therefore, it is suitable for sensing target objects at a close distance.
[0030] For example, when sensing a target object at a medium or long distance, the target object's echo signal transmission time is relatively long, which provides time for switching between communication transmission and reception. Therefore, the target antenna can be appropriately controlled to "receive" and "transmit" in a time-sharing manner to reduce the impact of interference signals.
[0031] To this end, this embodiment can employ a time-division duplex (TD) target signal transmission mode when the detection range meets the preset medium- to long-range range standard. TD refers to the time-division duplex (TD) transmission and reception of communication signals based on all channels of the target antenna during communication time slots, and the time-division duplex transmission and reception of sensing signals based on all channels of the target antenna during sensing time slots. TD is a unidirectional data transmission mode that isolates the transmission and reception times, preventing interference and improving sensing stability.
[0032] It should be noted that the above-mentioned short-range and medium-to-long-range standards can be flexibly set according to actual circumstances and are not specifically limited here. However, the distance requirement corresponding to the medium-to-long-range standard should be greater than the distance requirement corresponding to the short-range standard. For example, if the distance requirement of the short-range standard is within 0 to 100 meters, the distance requirement of the medium-to-long-range standard should be at least 100 meters. In addition, when receiving a communication signal or a perception signal, this embodiment can identify the communication signal or perception signal based on the characteristic information in the received signal.
[0033] S106 , performing communication processing based on the target antenna in a communication time slot according to a target signal transmission mode, and performing sensing processing based on the target antenna in a sensing time slot.
[0034] It should be understood that in traditional integrated synaesthesia solutions, communication processing is performed by the communication device, while perception processing is performed by the radar equipment. In other words, communication and perception are performed independently. Unlike traditional solutions, this embodiment uses the same target antenna to achieve both communication and perception. To achieve this, the time slot is divided into communication time slots and perception time slots. In other words, the target antenna is dedicated to synaesthesia processing during the communication time slot and to perception processing during the perception time slot.
[0035] In a feasible implementation, this embodiment performs resource allocation for communication time slots and sensing time slots based on the load of the communication service and / or the sensing service.
[0036] Taking the example of time slot resource allocation based on communication service load, this embodiment appropriately allocates sensing time slots, ensuring that the number of communication time slots is sufficient to support the communication service load. For example, if the current communication service load requires that 8 out of every 10 time slots be used for communication, the time slot ratio between communication time slots and sensing time slots should not be less than 8:2.
[0037] Taking the time slot resource allocation based on the load of the sensing service as an example, this embodiment appropriately allocates communication time slots, ensuring that the number of sensing time slots is sufficient to support the load of the sensing service. For example, if the current sensing service load requires that 4 time slots out of every 10 time slots be used for sensing, the time slot ratio between communication time slots and sensing time slots should not exceed 6:4.
[0038] Taking the example of time slot resource allocation based on the load of communication services and sensing services, this embodiment can configure communication time slots and sensing time slots based on the load ratio between communication services and sensing services. For example, if the current load ratio of communication services to sensing services is 7:3, the time slot ratio between communication time slots and sensing time slots should also be 7:3, that is, 7 time slots out of 10 time slots are used for communication, and the remaining 3 time slots are used for sensing.
[0039] In practical applications, this embodiment can deploy a detection antenna alongside the target antenna. This detection antenna uses passive detection technology to detect the target object. During full-duplex and time-division dual-mode conversion, the detection antenna compensates for blind spots caused by antenna channel switching. Furthermore, based on the above, active detection technology can be deployed on the detection antenna to detect the target object during the sensing time slot, assisting the target antenna in locking onto the target object. It should be noted that the detection antenna in this embodiment uses active detection technology only during the sensing time slot to avoid interference with communications.
[0040] In summary, the method of this embodiment uses passive detection technology to detect the target object when it is necessary to perceive the target object, and obtains the detection distance of the target object; then, the detection distance of the target object is used as the perception requirement to adapt the signal transmission mode used in a communication, so that communication processing is performed based on the target antenna in the communication time slot according to the adapted signal transmission mode, and perception processing is performed based on the target antenna in the perception time slot. Based on the method of the embodiment, only one set of target antennas needs to be deployed to realize the two functions of communication and perception. Compared with the traditional separate deployment of the integrated synaesthesia solution, it can save spectrum and hardware resources. In addition, in the synaesthesia process, the signal transmission mode is adapted according to the detection distance of the target object determined by the passive detection technology, which can improve the perception accuracy of the target object, thereby optimizing the perception benefit of the target object on the basis of achieving communication. At the same time, based on the passive detection technology, it can also assist in locking the target object during the synaesthesia process, making up for the blind spot that may be formed when the target antenna switches the signal transmission mode.
[0041] The application of the synaesthesia integration method of this embodiment is introduced below.
[0042] Specifically, the method of this embodiment is used to implement a base station with integrated interaesthesia. FIG2 is a schematic diagram of the implementation architecture of the method of this embodiment applied to the base station side, including:
[0043] The baseband processing unit 210 is used to generate a data source and analyze and forward received communication signals and perception signals.
[0044] The synaesthesia transmitting digital unit 220 is used to perform digital modulation and filtering processing on the data source.
[0045] The RF transmission unit 230 is used to perform frequency conversion, filtering and amplification processing on the signal.
[0046] Intelligent processing unit 240 is responsible for classifying communication and perception signals based on the information carried by the signals. It then processes the classified communication and perception signals separately to facilitate analysis and processing of the relevant data by baseband processing unit 210. It also intelligently schedules full-duplex and time-division duplex modes based on the distance of the "target object" from the base station.
[0047] The synaesthesia receiving radio frequency unit 250 is used to amplify, mix and filter the received communication signals and perception signals.
[0048] The synaesthesia antenna 260 is composed of multiple antenna channels and can transmit and receive communication signals and perception signals in two modes: full duplex or time division duplex.
[0049] The detection antenna 270 is used to complete the initial scanning and target processing of the target object during the communication time slot, saving the perception overhead; and, during the perception time slot, it is used together with the synaesthesia channel to actively perceive the position of the target object, and assist the synaesthesia antenna 260 in locking the target object. Among them, the detection antenna 270 is composed of a small antenna array and a receiving radio frequency unit. The receiving radio frequency unit is responsible for controlling the small antenna array to transmit and receive perception signals. The receiving radio frequency unit can reuse the existing feedback channel for power detection in the base station, thereby saving occupied volume to support flexible placement. In this application scenario, the detection antenna and the synaesthesia antenna can be uniformly scheduled and processed by the base station to realize the waveform integration of communication and perception, as well as the coordinated control of beams, signal synchronization, and services.
[0050] On the basis of the above, the base station of this embodiment can dynamically allocate communication time slots and perception time slots in real time according to the load of communication services and perception services, so as to flexibly coordinate and deploy communication resources. As an example, assuming that the priority of the communication service of the base station is higher than that of the perception service, the maximum proportion of the perception overhead can be set to 20%, as long as the perception time slot does not exceed 20%. For example, the number of communication time slots and perception time slots can be configured in a ratio of 9:1 between communication time slots and perception time slots, so that the perception overhead is at a level of 10%; for another example, the current communication overhead accounts for 10%. Without changing the proportion of communication overhead, only the perception time slot is configured to keep the perception overhead at a level of 5%.
[0051] Figure 3 shows a schematic diagram of the synaesthesia antenna 260 performing sensing. Communication time slots are represented by white squares, and sensing time slots are represented by black squares. The antenna channels of the synaesthesia antenna 260 are further divided into a sensing transmit channel and a sensing receive channel. Whenever a sensing time slot is entered, the sensing transmit channel transmits a sensing signal to the target object. This sensing signal, after being echoed by the target object, is then received by the sensing receive channel.
[0052] Figure 4 shows a schematic diagram of a base station sensing a drone (target object). Point A is the base station location, the distance from point B to point A is the short distance from the base station, and the distance from point C to point A is the medium to long distance from the base station.
[0053] Phase 1 involves the base station sensing a drone in close proximity. During the sensing time slot, the synaesthesia antenna operates in full-duplex mode, with antenna channels 0-m transmitting sensing signals and mn receiving them, where n is a positive integer in the range [0, m]. Simultaneously, the detection antenna remains in active reception (active detection technology), assisting the synaesthesia antenna in continuously tracking the drone.
[0054] Phase 2 involves the base station sensing drones at medium and long distances. During the sensing time slot, the telemetry antenna operates in time-division duplex mode. Its 0-m and mn antenna channels either transmit or receive sensing signals simultaneously, eliminating self-interference. Simultaneous transmission and reception across antenna channels also enhances energy, significantly improving sensing range. Furthermore, all antenna channels utilize a cyclic prefix (CP) to switch between transmit and receive. This time-consuming switching, resulting in blind spots, can be compensated by the detection antenna. In other words, the detection antenna remains in active reception during Phase 2, assisting the telemetry antenna in continuously tracking the drone.
[0055] Furthermore, when entering the communication time slot, the detection antenna remains in a passive receiving state (passive detection technology), utilizing broadcast and service beams to passively sense near and far targets. The broadcast beam has relatively low power and is suitable for preliminary scanning of close-range drones, enabling tagging and tracking. The service beam has relatively high power and can perform preliminary scanning of both medium- and long-range drones within the same beam coverage, enabling tagging and tracking. It should be understood that the detection antenna's tracking and tagging of drones in a passive receiving state improves its efficiency in locking onto drones in an active receiving state.
[0056] During the above-mentioned communication and perception process, the intelligent processing unit 240 will dynamically extract parameter information based on the perception signal, generate a real-time message for each slot, classify and process the communication signal and perception signal, adjust the beam of the antenna array unit 150, switch the signal transmission mode, and control the switching of the transmission and reception of the synaesthesia transmitting RF unit 230 and the synaesthesia receiving RF unit 250 to achieve communication perception collaboration and track long and short distance targets without blind spots.
[0057] Figure 5 illustrates a schematic diagram of base station interaceptive collaboration. During communication, the base station can accurately lock onto the communicating user based on the sensing signals of various targets in the environment (such as communicating users, drones, and vehicles), thereby providing more precise communication services. During sensing, the base station uses passive detection technology with its detection antenna to calibrate the environment and the communicating user during the communication time slot. During the sensing time slot, the interaceptive antenna accurately tracks the communicating user. Throughout this process, the communication beam adapts to the changing position of the communicating user in the environment.
[0058] On the other hand, corresponding to the synaesthesia integration method shown in FIG1 , another embodiment of the present application further provides a synaesthesia integration system. FIG6 is a schematic structural diagram of the synaesthesia integration system, comprising:
[0059] The detection antenna 610 detects the target object based on passive detection technology when it is necessary to sense the target object, and obtains the detection distance of the target object; the controller 620 is used to determine the target signal transmission mode suitable for sensing at the detection distance; the synaesthesia antenna 630 is used to perform communication processing in the communication time slot and sensing processing in the sensing time slot according to the signal transmission mode.
[0060] When the system of this embodiment needs to perceive the target object, it uses passive detection technology to detect the target object and obtains the detection distance of the target object; then, the detection distance of the target object is used as the perception requirement to adapt the signal transmission mode used in a communication, so that communication processing is performed based on the target antenna in the communication time slot according to the adapted signal transmission mode, and perception processing is performed based on the target antenna in the perception time slot. Based on the system of the embodiment, only one set of target antennas needs to be deployed to realize the two functions of communication and perception. Compared with the traditional separate deployment of the integrated synaesthesia solution, it can save spectrum and hardware resources. In addition, during the synaesthesia process, the signal transmission mode is adapted according to the detection distance of the target object determined by the passive detection technology, which can improve the perception accuracy of the target object, thereby optimizing the perception benefit of the target object on the basis of achieving communication. At the same time, based on the passive detection technology, it can also assist in locking the target object during the synaesthesia process, making up for the blind spot that may be formed when the target antenna switches the signal transmission mode.
[0061] Optionally, the controller 620 is further configured to: perform resource configuration on the communication time slot and the sensing time slot based on the load of the communication service and / or the sensing service.
[0062] Optionally, the detection antenna in step 610 is further configured to detect the target object based on an active detection technology during a sensing time slot, and assist the target antenna in locking onto the target object.
[0063] Optionally, the synaesthesia antenna 630 includes multiple antenna channels;
[0064] The controller 620 is specifically configured to: in a full-duplex signal transmission mode, transmit communication signals based on some antenna channels of the synaesthesia antenna 630 during a communication time slot, and simultaneously receive communication signals based on another portion of the antenna channels; and, in a sensing time slot, transmit perception signals based on some antenna channels of the synaesthesia antenna 630, and simultaneously receive perception signals based on another portion of the antenna channels. In a time-division duplex signal transmission mode, transmit and receive communication signals based on all channels of the synaesthesia antenna 630 during a communication time slot, and, in a sensing time slot, transmit and receive perception signals based on all channels of the synaesthesia antenna 630 during a time-division duplex signal transmission mode.
[0065] Optionally, the system of this embodiment includes: a time slot configuration module, which is used to perform communication processing based on the target antenna in the communication time slot, and, before performing perception processing based on the target antenna in the perception time slot, perform resource configuration on the communication time slot and the perception time slot based on the load of the communication service and / or the perception service.
[0066] Obviously, the synaesthesia integration system of this embodiment can serve as the execution subject of the method shown in FIG1 , and thus can implement the steps and functions of the method shown in FIG1 .
[0067] FIG7 is a schematic diagram of the structure of an electronic device provided in an embodiment of the present application. Referring to FIG7 , at the hardware level, the electronic device includes a processor, and optionally also includes an internal bus, a network interface, and a memory. Among them, the memory may include a memory, such as a high-speed random access memory (RAM), and may also include a non-volatile memory (non-volatile memory), such as at least one disk storage, etc. Of course, the electronic device may also include hardware required for other services.
[0068] The processor, network interface, and memory can be interconnected via an internal bus, such as an ISA (Industry Standard Architecture) bus, a PCI (Peripheral Component Interconnect) bus, or an EISA (Extended Industry Standard Architecture) bus. These buses can be classified as address buses, data buses, and control buses. For ease of illustration, FIG7 shows only one bidirectional arrow, but this does not imply that there is only one bus or only one type of bus.
[0069] The memory is used to store the computer program. Specifically, the computer program may include program code, which includes computer operating instructions. The memory may include internal memory and non-volatile memory, and provides the computer program to the processor.
[0070] The processor reads the corresponding computer program from the non-volatile memory into the internal memory and then runs it, forming the data processing system of the communication network shown in Figure 6 above at the logical level. Correspondingly, the processor executes the program stored in the memory and is specifically used to perform the following operations:
[0071] When a target object needs to be sensed, the target object is detected based on passive detection technology to obtain a detection distance of the target object.
[0072] Determine a target signal transmission mode suitable for sensing the detection distance.
[0073] According to the target signal transmission mode, communication processing is performed based on the target antenna in a communication time slot, and sensing processing is performed based on the target antenna in a sensing time slot.
[0074] When the electronic device of this embodiment needs to perceive the target object, it uses passive detection technology to detect the target object and obtains the detection distance of the target object; then, the detection distance of the target object is used as the perception requirement to adapt the signal transmission mode used in a communication, so that communication processing is performed based on the target antenna in the communication time slot according to the adapted signal transmission mode, and perception processing is performed based on the target antenna in the perception time slot. The electronic device based on the embodiment only needs to deploy a set of target antennas to realize the two functions of communication and perception, which can save spectrum and hardware resources compared to the traditional separate deployment of the integrated synaesthesia solution. In addition, in the synaesthesia process, the signal transmission mode is adapted according to the detection distance of the target object determined by the passive detection technology, which can improve the perception accuracy of the target object, thereby optimizing the perception benefit of the target object on the basis of achieving communication. At the same time, based on the passive detection technology, it can also assist in locking the target object during the synaesthesia process, making up for the blind spot that may be formed when the target antenna switches the signal transmission mode.
[0075] The data processing methods for communication networks described in the embodiments of this specification can be applied to and implemented by a processor. The processor may be an integrated circuit chip with signal processing capabilities. During implementation, each step of the method can be performed by hardware integrated logic circuits or software instructions in the processor. The processor can be a general-purpose processor, including a central processing unit (CPU), a network processor (NP), etc.; it can also be a digital signal processor (DSP), an application-specific integrated circuit (ASIC), a field-programmable gate array (FPGA), or other programmable logic devices, discrete gate or transistor logic devices, or discrete hardware components. The methods, steps, and logic block diagrams disclosed in the embodiments of this application can be implemented or executed. The general-purpose processor can be a microprocessor or any conventional processor. The steps of the methods disclosed in the embodiments of this application can be directly implemented and executed by a hardware decoding processor, or by a combination of hardware and software modules in the decoding processor. The software module can be located in a storage medium well-known in the art, such as random access memory, flash memory, read-only memory, programmable read-only memory, electrically erasable programmable memory, registers, etc. The storage medium is located in the memory, and the processor reads the information in the memory and, in conjunction with its hardware, completes the steps of the above method.
[0076] Of course, in addition to software implementation, the electronic device in this specification does not exclude other implementation methods, such as logic devices or a combination of software and hardware, etc. That is to say, the execution subject of the following processing flow is not limited to each logic unit, but can also be hardware or logic devices.
[0077] In addition, an embodiment of the present application further provides a computer-readable storage medium storing one or more computer programs, wherein the one or more computer programs include instructions. When executed by a portable electronic device including multiple application programs, the instructions enable the portable electronic device to perform the steps corresponding to the first mechanism in the method shown in FIG. 1 , including:
[0078] When a target object needs to be sensed, the target object is detected based on passive detection technology to obtain a detection distance of the target object.
[0079] Determine a target signal transmission mode suitable for sensing the detection distance.
[0080] According to the target signal transmission mode, communication processing is performed based on the target antenna in a communication time slot, and sensing processing is performed based on the target antenna in a sensing time slot.
[0081] Based on the training parameters of the classification model, the correlation between the plurality of network element alarm data and the abnormal indicators is determined.
[0082] Those skilled in the art will appreciate that the embodiments of this specification may be provided as methods, systems, or computer program products. Thus, this specification may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware. Furthermore, this specification may take the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to magnetic disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.
[0083] The foregoing description of this specification describes specific embodiments. Other embodiments are within the scope of the appended claims. In some cases, the actions or steps recited in the claims can be performed in an order different from that described in the embodiments and still achieve the desired results. Furthermore, the processes depicted in the accompanying drawings do not necessarily require the specific order shown or the sequential order to achieve the desired results. In certain embodiments, multitasking and parallel processing are also possible or may be advantageous.
[0084] The above are merely examples of the present invention and are not intended to limit this specification. For those skilled in the art, various modifications and variations of this specification are possible. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and principles of this specification shall be included within the scope of the claims of this specification. In addition, all other embodiments obtained by those of ordinary skill in the art without creative effort shall fall within the scope of protection of this document.
Claims
1. A synaesthesia integration method, comprising: When a target object needs to be sensed, the target object is detected based on a passive detection technology to obtain a detection distance of the target object; Determining a target signal transmission mode suitable for sensing at the detection distance; According to the target signal transmission mode, communication processing is performed based on the target antenna in a communication time slot, and sensing processing is performed based on the target antenna in a sensing time slot.
2. The method according to claim 1, wherein: The determining of a target signal transmission mode suitable for sensing at the detection distance comprises: When the detection distance meets the preset short-distance standard, determining a full-duplex target signal transmission mode; When the detection distance meets the preset medium and long distance standard, a time division duplex target signal transmission mode is determined.
3. The method according to claim 2, wherein: The target antenna includes a plurality of antenna channels; The performing communication processing based on the target antenna in the communication time slot according to the signal transmission mode, and performing sensing processing based on the target antenna in the sensing time slot, comprises: In the case of a full-duplex signal transmission mode, in a communication time slot, communication signals are sent based on part of the antenna channels of the target antenna, and communication signals are received based on another part of the antenna channels at the same time, and in a sensing time slot, sensing signals are sent based on part of the antenna channels of the target antenna, and sensing signals are received based on another part of the antenna channels at the same time; In the case of time division duplex signal transmission mode, communication signals are sent and received based on all channels of the target antenna in the communication time slot, and perception signals are sent and received based on all channels of the target antenna in the perception time slot.
4. The method according to claim 3, wherein: Also includes: When receiving a communication signal or a perception signal, the signal is identified as a communication signal or a perception signal based on characteristic information in the received signal.
5. The method according to claim 1, wherein: Also includes: The target object is detected based on the active detection technology in the sensing time slot, and the target antenna is assisted to lock the target object.
6. The method according to any one of claims 1 to 5, wherein: Before performing communication processing based on the target antenna in the communication time slot according to the signal transmission mode, and performing sensing processing based on the target antenna in the sensing time slot, the method further includes: Based on the load of the communication service and / or the sensing service, resources are configured for the communication time slot and the sensing time slot.
7. A synaesthesia integrated system, comprising: The detection antenna detects the target object based on the passive detection technology when it is necessary to sense the target object, and obtains the detection distance of the target object; A controller, configured to determine a target signal transmission mode suitable for sensing at the detection distance; The synaesthesia antenna is used to perform communication processing in the communication time slot and perception processing in the perception time slot according to the signal transmission mode.
8. The system according to claim 7, wherein: The controller is also used to: perform resource configuration on the communication time slot and the sensing time slot based on the load of the communication service and / or the sensing service.
9. The system according to claim 7, wherein: The detection antenna is also used to detect the target object based on the active detection technology in the sensing time slot, and assist the target antenna to lock the target object.
10. An electronic device, comprising: processor; And, a memory configured to store computer executable instructions, which, when executed, cause the processor to perform the method according to any one of claims 1 to 9.
11. A computer-readable storage medium, wherein the computer-readable storage medium is used to store computer-executable instructions, wherein the computer-executable instructions implement the method according to any one of claims 1 to 9 when executed by a processor.
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