A simulation-based DRM broadcast service modeling method

By establishing the DRM broadcast service intensity model and environmental condition adjustment coefficient, the problem of DRM broadcast simulation service generation is solved, the DRM broadcast operation diagram is optimized and service simulation is realized, and the simulation deduction and testing of DRM broadcast is supported.

CN116319373BActive Publication Date: 2025-08-29NAT UNIV OF DEFENSE TECH
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Patent Information

Application Number
CN202310188355.7
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2023-02-27
Publication Date
2025-08-29
Estimated Expiration
2043-02-27

AI Technical Summary

Technical Problem

The existing communication service simulation generation technology is difficult to be applicable to DRM broadcast simulation service generation, and it is impossible to optimize the DRM broadcast operation diagram.

Method used

By establishing a broadcast service intensity model, simulate and set the time interval and service volume of the broadcast service, adjust the coefficients in combination with environmental conditions, generate DRM broadcast services, and build a DRM broadcast operation diagram.

Benefits of technology

It realizes simulation generation of DRM broadcast services, supports the optimization of DRM broadcast operation diagram, and provides fast and low-complex simulation deduction methods, which are suitable for the experiment and testing of DRM broadcast services.

✦ Generated by Eureka AI based on patent content.

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Abstract

The present invention relates to the field of digital radio broadcasting technology, and more particularly to a method for modeling DRM broadcast services through simulation and deduction, comprising: establishing a broadcast service intensity model based on the average traffic volume of broadcast services per unit time within a historical broadcast cycle, setting the time interval of broadcast services and the size of each broadcast traffic volume; obtaining a numerical range for each type of broadcast service within the historical broadcast cycle; generating corresponding types of broadcast services using the broadcast service intensity model; establishing an adjustment coefficient based on current environmental conditions based on an adjustment coefficient model to adjust the traffic volume intensity simulated by the broadcast service intensity model; and simulating a broadcast operation diagram based on the broadcast service intensity model. The DRM broadcast service modeling method provided by the present invention can simulate DRM broadcast service generation on a simulation platform by simply setting simulation parameters, thereby resolving the drawback that existing communication service simulation generation technologies are difficult to apply to DRM broadcast simulation service generation.
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Description

Technical Field

[0001] The present invention relates to the technical field of digital radio broadcasting, and in particular to a DRM broadcasting service modeling method based on simulation deduction. Background Art

[0002] Digital Radio Mondiale (DRM) is a digital broadcasting technology system that supports both digital voice broadcasting and the delivery of digital services such as news, weather and ocean forecasts, and the Automatic Identification System (AIS).

[0003] It should be noted that DRM shortwave broadcasting, unlike digital communications, requires reporting to the International Telecommunication Union (ITU) information such as broadcast coverage (or ITU region), longitude and latitude, and broadcast time. Once DRM shortwave broadcasting is officially launched, the broadcasting operation diagram cannot be changed at will unless there are special circumstances. Therefore, the DRM broadcasting operation diagram is often optimized through simulation and deduction. That is, under the premise of certain broadcast station resources, the operation plan with the best broadcast reception effect is selected (for example, setting each transmitter of each station to broadcast preset content to a specified area within its own designated time range), thereby providing support for the comprehensive implementation of DRM upgrades and renovations. The generation of DRM broadcast simulation services is an essential element for conducting DRM simulation and deduction.

[0004] Currently, research on simulated traffic generation has largely focused on the communications field. Existing methods primarily analyze and sort out the logical relationships between the sending end node (Original) and the receiving end node (Destination) (abbreviated as "OD" pairs), and then model communication traffic generation based on these existing "OD" relationships. However, because DRM broadcasting is a one-way broadcast communication mode, there is no "OD" relationship between the transmitting station and the DRM shortwave receiver. Existing communication traffic simulation generation techniques rely on analyzing the logical relationships between existing "OD" pairs, making them difficult to apply to DRM broadcast simulation generation and unsuitable for optimizing DRM broadcast operation diagrams. Summary of the Invention

[0005] The present invention provides a DRM broadcast service modeling method based on simulation deduction, which is used to solve the defect that the existing communication service simulation generation technology is difficult to apply to the generation of DRM broadcast simulation services. The existing technology is not suitable for the optimization of DRM broadcast operation diagrams. Through the method provided by the present invention, only some simulation parameters need to be set to realize the generation of simulated DRM broadcast services based on the simulation platform.

[0006] The present invention provides a DRM broadcast service modeling method based on simulation deduction, which specifically includes:

[0007] According to the average volume of broadcast services per unit time in a historical broadcast cycle, the average intensity of the broadcast services is obtained, a broadcast service intensity model is established, and the time interval of the broadcast services and the volume of each broadcast service are simulated and set using the broadcast service intensity model;

[0008] Obtaining the broadcast frequency ratios of various types of broadcast services during a historical broadcast cycle, arranging the broadcast frequency ratios of the various types of broadcast services, and defining a numerical range for each type of broadcast service; determining, based on a preset random number input into the broadcast service intensity model, which type of broadcast service the random number falls within, and generating a corresponding type of broadcast service using the broadcast service intensity model;

[0009] Establishing an adjustment coefficient model for broadcast service intensity based on the types and intensities of broadcast services under different environmental conditions during historical broadcast cycles, setting an adjustment coefficient based on the adjustment coefficient model according to current environmental conditions, and adjusting the traffic intensity simulated by the broadcast service intensity model;

[0010] The broadcast operation diagram is simulated based on the established broadcast business intensity model.

[0011] According to a DRM broadcast service modeling method provided by the present invention, if the broadcast service is continuously broadcast within a fixed period of time, the established broadcast service intensity model includes:

[0012] Obtain the time interval Δt of the continuous broadcast service to generate digital voice data packets, and use the inverse of the time interval 1 / Δt as the generation intensity of the digital voice data packets. The broadcast time [t i ,t j The number of digital voice data packets generated in ] is:

[0013]

[0014] The broadcast traffic for continuous broadcast is evenly distributed and includes:

[0015] (t i ≤t≤t j , c is the broadcast rate).

[0016] According to a simulation-based DRM broadcast service modeling method provided by the present invention, if a broadcast service is generated once every certain period of time within a fixed period of time, and different types of broadcast services are independent of each other, then the broadcast service is a Poisson flow model:

[0017]

[0018] Where λ is the average number of data broadcast services generated per unit time, also known as the average intensity of data broadcast services; P k represents the probability of generating k data broadcast services within the time [0, t]; τ represents the broadcast time.

[0019] According to a simulation-based DRM broadcast service modeling method provided by the present invention, an adjustment coefficient is established based on an adjustment coefficient model according to current environmental conditions to adjust the traffic intensity simulated by the broadcast service intensity model, including:

[0020] The ratio of the intensity of data broadcasting services generated under various environmental conditions to the intensity of data broadcasting services generated under adverse environmental conditions is used as the adjustment coefficient for data broadcasting service simulation generation:

[0021]

[0022] The simulated generation intensity λ of broadcast services under different environmental conditions is v for:

[0023] λ v =b v λ;

[0024] Among them, v represents the severity of environmental conditions. The larger v is, the worse the environment is. The corresponding simulation generation intensity λ v The larger it is, the higher the frequency of the simulated data broadcast service will be.

[0025] According to a simulation-based DRM broadcast service modeling method provided by the present invention, shortwave skywave channels are more commonly used to transmit small-capacity information due to their narrow bandwidth. Relatively speaking, they are less likely to transmit large-capacity data broadcast services. Therefore, the data broadcast service volume generated by the simulation should follow an exponential distribution:

[0026]

[0027] Among them, x i (i=1,2,···,n) represents the broadcast traffic of each category generated by simulation, θ i (i=1,2,···,n) represents the degree of deviation of the broadcast traffic of each category generated by simulation, c i (i=1,2,···,n) represents the lower limit of the broadcast traffic volume of each category generated by simulation, d i (i=1,2,···,n) represents the upper limit of the broadcast traffic of each category generated by simulation;

[0028] Optionally, the service types include but are not limited to three types of data broadcast services: news, meteorological and ocean forecasts, and AIS services.

[0029] The present invention also provides a method for generating a DRM broadcast service through simulation deduction, wherein the broadcast service intensity model established by any of the above-mentioned modeling methods is used to generate the broadcast service. If the broadcast service is continuously broadcast within a fixed time period, the DRM broadcast transmitter location, the number of transmitters, and the broadcast coverage area are read according to the broadcast operation diagram generated by the broadcast service intensity model.

[0030] According to the broadcast operation diagram, the broadcast time period of the DRM broadcast transmitter, the time interval of the broadcast service and the size of the broadcast service are set.

[0031] According to a simulation-based DRM broadcast service generation method provided by the present invention, if a broadcast service is generated once every certain period of time within a fixed period, and different types of broadcast services are independent of each other, then the broadcast service intensity model generates the broadcast service including:

[0032] Reading the DRM broadcast transmitter location, number of transmitters, and broadcast coverage area based on the broadcast operation diagram generated by the broadcast service intensity model;

[0033] The intensity λ generated by the broadcast service simulation is set according to the broadcast service intensity model.

[0034] Input synchronously generates a random number μ between [0,1] i , determining which type of broadcast service the random number falls into, and generating a corresponding type of broadcast service by using the broadcast service intensity model;

[0035] Obtain the real-time environmental conditions of the broadcast area and set the broadcast service simulation generation adjustment coefficient b v , and calculate the generation intensity λ of broadcast services under different environmental conditions v ;

[0036] Input the upper and lower limits of various broadcast traffic volumes;

[0037] Broadcast according to the set broadcast operation diagram.

[0038] The present invention also provides an electronic device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, wherein when the processor executes the program, the steps of any of the above-mentioned DRM broadcast service modeling methods are implemented.

[0039] The present invention also provides a non-transitory computer-readable storage medium having a computer program stored thereon. When the computer program is executed by a processor, the steps of any of the above-mentioned DRM broadcast service modeling methods are implemented.

[0040] The present invention provides a DRM broadcast service modeling method based on simulation deduction, which has at least the following technical effects:

[0041] (1) The present invention addresses the practical needs of DRM digital broadcast simulation and deduction. By applying stochastic process theory, it constructs a simulation generation model for various broadcast data services from the overall perspective without the need to study specific details. This model has fast computation speed and low complexity, and can provide simulated service input for conducting DRM broadcast simulation and deduction.

[0042] (2) The construction of the DRM broadcast business model can help business departments better experiment and test the DRM broadcast content and broadcast effects through simulation. By setting the broadcast frequency of different types of real services, the generation and broadcast of real services can be simulated, and the broadcast process of real services can be simulated. BRIEF DESCRIPTION OF THE DRAWINGS

[0043] In order to more clearly illustrate the technical solutions in the present invention or the prior art, a brief introduction will be given below to the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.

[0044] Figure 1 Schematic diagram of the process of the DRM broadcast service modeling method provided by the present invention;

[0045] Figure 2 It is a flow chart of the DRM broadcast service generation method provided by the present invention. DETAILED DESCRIPTION

[0046] To make the objectives, technical solutions, and advantages of the present invention more clear, the technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Obviously, the embodiments described are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative efforts shall fall within the scope of protection of the present invention.

[0047] The terms "including" and "having," and any variations thereof, in the specification and claims of this application and the accompanying drawings are intended to cover non-exclusive inclusions. For example, a process, method, system, product, or apparatus comprising a series of steps or modules is not limited to the listed steps or modules, but may optionally include steps or modules not listed, or may optionally include other steps or modules inherent to the process, method, product, or apparatus.

[0048] It should be noted that the terms "first" and "second" as used herein are merely used to distinguish similar objects and do not represent a specific ordering of the objects. It is understood that the terms "first" and "second" may interchangeably represent a specific order or precedence, where permitted. It should be understood that the objects distinguished by "first" and "second" may be interchangeable, where appropriate, such that the embodiments of the present invention described herein may be implemented in an order other than that described or illustrated herein.

[0049] like Figure 1 As shown, in one embodiment, the present invention provides a DRM broadcast service modeling method for simulation deduction, specifically including:

[0050] According to the average volume of broadcast services per unit time in a historical broadcast cycle, the average intensity of the broadcast services is obtained, a broadcast service intensity model is established, and the time interval of the broadcast services and the volume of each broadcast service are simulated and set using the broadcast service intensity model;

[0051] Obtaining the broadcast frequency ratios of various types of broadcast services during a historical broadcast cycle, arranging the broadcast frequency ratios of the various types of broadcast services, and defining a numerical range for each type of broadcast service; determining, based on a preset random number input into the broadcast service intensity model, which type of broadcast service the random number falls within, and generating a corresponding type of broadcast service using the broadcast service intensity model;

[0052] Establishing an adjustment coefficient model for broadcast service intensity based on the types and intensities of broadcast services under different environmental conditions during historical broadcast cycles, setting an adjustment coefficient based on the adjustment coefficient model according to current environmental conditions, and adjusting the traffic intensity simulated by the broadcast service intensity model;

[0053] The broadcast operation diagram is simulated based on the established broadcast business intensity model.

[0054] According to a DRM broadcast service modeling method provided by the present invention, if the broadcast service is a continuous broadcast within a fixed period of time, such as a digital voice broadcast service;

[0055] Since digital voice broadcasting services are available at fixed times every day [t i ,t j ] is broadcast continuously, so it can be assumed that digital voice data packets are generated at a fixed time interval Δt. Therefore, the broadcast service intensity model established by using uniform distribution to construct digital voice broadcasting includes:

[0056] Obtain the time interval Δt of the continuous broadcast service to generate digital voice data packets, and use the inverse of the time interval 1 / Δt as the generation intensity of the digital voice data packets. The broadcast time [t i ,t jThe number k of digital voice data packets generated therein is:

[0057]

[0058] The continuously broadcast radio traffic is uniformly distributed and includes:

[0059] (t i ≤ t ≤ t j , where c is the broadcast rate).

[0060] According to a DRM radio service modeling method for simulation and deduction provided by the present invention, for radio services in a discrete generation mode, such as data broadcast services, a service is generated every certain period of time, and the generation of different types of data broadcast services is independent of each other. Therefore, a Poisson flow model can be used for description:

[0061]

[0062] Among them, λ is the average number of data broadcast services generated per unit time, also known as the average intensity of data broadcast services; P k represents the probability that the number of data broadcast services generated within the time period [0, t] is k; τ represents the broadcast time;

[0063] Among them, obtain the broadcast frequency ratios of various radio services within the historical broadcast period, arrange them according to the magnitudes of the broadcast frequency ratios of various radio services, and define the numerical ranges of each type of radio service; according to the preset random number input into the radio service intensity model, determine which numerical range of radio service the random number falls into, and generate a radio service of the corresponding type by the radio service intensity model, where the service types include, but are not limited to, one or more of news, meteorological and ocean forecasts, and AIS broadcasts;

[0064] As an example, according to the data broadcast service schedule, the broadcast frequency ratios of news, meteorological and ocean forecasts, and AIS within a certain period can be counted. Assume that the statistical data broadcast service ratios of news, meteorological and ocean forecasts, and AIS from small to large are p1, p2, p3 (0 < p1 < p2 < p3 < 1, and p1 + p2 + p3 = 1);

[0065] When generating the i-th simulated data broadcast service, a random number μ between [0, 1] can be generated synchronously i . If 〇 < μ i < p1, the simulated news service is generated this time; if p1 < μ i < p1 + p2, the simulated meteorological and ocean service is generated this time; if p1 + p2 < μ i < 1, the simulated AIS service is generated this time.

[0066] According to a simulation-based DRM broadcast service modeling method provided by the present invention, in order to reflect the intensity changes of data broadcast services generated under different environmental conditions, an adjustment coefficient for data broadcast service simulation is introduced. If the meteorological and oceanographic environment in the broadcast area is worse, the intensity of the data broadcast service generated in the short period of time will be greater, and vice versa. The adjustment coefficient model is used to establish an adjustment coefficient according to the current environmental conditions. Adjusting the service intensity simulated by the broadcast service intensity model includes:

[0067] The ratio of the intensity of data broadcasting services generated under various environmental conditions to the intensity of data broadcasting services generated under adverse environmental conditions is used as the adjustment coefficient for data broadcasting service simulation generation:

[0068]

[0069] The simulated generation intensity λ of broadcast services under different environmental conditions is v for:

[0070] λ v =b v λ;

[0071] Among them, v represents the severity of environmental conditions. The larger v is, the worse the environment is. The corresponding simulation generation intensity λ v The larger it is, the higher the frequency of the simulated data broadcast service will be.

[0072] According to a DRM broadcast service modeling method provided by the present invention, the broadcast service intensity model generates a broadcast service volume of:

[0073]

[0074] Among them, x i (i=1,2,···,n) represents the broadcast traffic of each category generated by simulation, θ i (i=1,2,···,n) represents the degree of deviation of the broadcast traffic of each category generated by simulation, c i (i=1,2,···,n) represents the lower limit of the broadcast traffic volume of each category generated by simulation, d i (i=1, 2, ···, n) represents the upper limit of the size of each category of broadcast traffic generated by simulation.

[0075] On the other hand, in one embodiment, the present invention further provides a method for generating a DRM broadcast service through simulation deduction, wherein the broadcast service is generated based on the broadcast service intensity model established by any of the above modeling methods. If the broadcast service is continuously broadcast within a fixed time period, the DRM broadcast transmitter location, the number of transmitters, and the broadcast coverage area are read according to the broadcast operation diagram generated by the broadcast service intensity model.

[0076] According to the broadcast operation diagram, the broadcast time period of the DRM broadcast transmitter, the time interval of the broadcast service and the size of the broadcast service are set.

[0077] In one embodiment, Figure 2 As shown, according to a simulation-based DRM broadcast service generation method provided by the present invention, if the broadcast service is generated once every certain time within a fixed period, and different types of broadcast services are independent of each other, then the broadcast service intensity model generates the broadcast service including:

[0078] Reading the DRM broadcast transmitter location, number of transmitters, and broadcast coverage area based on the broadcast operation diagram generated by the broadcast service intensity model;

[0079] The intensity λ generated by the broadcast service simulation is set according to the broadcast service intensity model.

[0080] Input synchronously generates a random number μ between [0,1] i , determining which type of broadcast service the random number falls into, and generating a corresponding type of broadcast service by using the broadcast service intensity model;

[0081] Obtain the real-time environmental conditions of the broadcast area and set the broadcast service simulation generation adjustment coefficient b v , and calculate the generation intensity λ of broadcast services under different environmental conditions v ;

[0082] Input the upper and lower limits of various broadcast traffic volumes;

[0083] Broadcast according to the set broadcast operation diagram.

[0084] The present invention further provides an electronic device comprising: a processor, a communications interface, a memory, and a communications bus, wherein the processor, the communications interface, and the memory communicate with each other via the communications bus. The processor can invoke logic instructions in the memory to execute the steps of the DRM broadcast service modeling method provided by the aforementioned methods.

[0085] In addition, the logical instructions in the above-mentioned memory can be implemented in the form of a software functional unit and can be stored in a computer-readable storage medium when sold or used as an independent product. Based on this understanding, the technical solution of the present invention, or the part that contributes to the prior art, or the part of the technical solution, can be embodied in the form of a software product. The computer software product is stored in a storage medium and includes several instructions for enabling a computer device (which can be a personal computer, a server, or a network device, etc.) to execute all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: various media that can store program codes, such as a USB flash drive, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk.

[0086] On the other hand, the present invention also provides a computer program product, which includes a computer program stored on a non-transitory computer-readable storage medium, and the computer program includes program instructions. When the program instructions are executed by a computer, the computer can execute the steps of the DRM broadcast service modeling method provided by the above methods.

[0087] On the other hand, the present invention also provides a non-transitory computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, is implemented to execute the steps of the DRM broadcast service modeling method provided by the above methods.

[0088] The device embodiments described above are merely illustrative. The units described as separate components may or may not be physically separate, and the components shown as units may or may not be physical units, i.e., they may be located in one location or distributed across multiple network units. Some or all of the modules may be selected based on actual needs to achieve the objectives of the present embodiment. Persons of ordinary skill in the art will be able to understand and implement the present invention without inventive effort.

[0089] Through the description of the above embodiments, those skilled in the art can clearly understand that each embodiment can be implemented by means of software plus a necessary general hardware platform, or of course, by hardware. Based on this understanding, the essence of the above technical solution or the part that contributes to the existing technology can be embodied in the form of a software product. The computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a magnetic disk, an optical disk, etc., and includes a number of instructions for enabling a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment or certain parts of the embodiments.

[0090] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the various embodiments of the present invention.

Claims

1. A DRM broadcast service modeling method based on simulation deduction, characterized in that: include: According to the average volume of broadcast services per unit time in a historical broadcast cycle, the average intensity of the broadcast services is obtained, a broadcast service intensity model is established, and the time interval of the broadcast services and the volume of each broadcast service are simulated and set using the broadcast service intensity model; Obtaining the broadcast frequency ratios of various types of broadcast services during a historical broadcast cycle, arranging the broadcast frequency ratios of the various types of broadcast services, and defining a numerical range for each type of broadcast service; determining, based on a preset random number input into the broadcast service intensity model, which type of broadcast service the random number falls within, and generating a corresponding type of broadcast service using the broadcast service intensity model; Establishing an adjustment coefficient model for broadcast service intensity based on the types and intensities of broadcast services under different environmental conditions during historical broadcast cycles, setting an adjustment coefficient based on the adjustment coefficient model according to current environmental conditions, and adjusting the traffic intensity simulated by the broadcast service intensity model; The broadcast operation diagram is simulated based on the established broadcast business intensity model.

2. A DRM broadcast service modeling method based on simulation deduction according to claim 1, characterized in that: If the broadcast service is continuously broadcast within a fixed period, the established broadcast service intensity model includes: Get the time interval Δt of the continuous broadcast service to generate digital voice data packets, and use the inverse of the time interval 1 / Δt as the generation intensity of the digital voice data packets. Then the broadcast time [t i ,t j The number of digital voice data packets generated in ] is: The broadcast traffic for continuous broadcast is evenly distributed and includes: (t i ≤t≤t j , c is the broadcast rate).

3. The DRM broadcast service modeling method according to claim 1, wherein: If the broadcast service is generated at regular intervals within a fixed period of time, and different types of broadcast services are independent of each other, then the broadcast service is a Poisson flow model: Where λ is the average number of data broadcast services generated per unit time, also known as the average intensity of data broadcast services; P k represents the probability of generating k data broadcast services within the time [0, t]; τ represents the broadcast time.

4. A DRM broadcast service modeling method based on simulation deduction according to claim 3, characterized in that: Establishing an adjustment coefficient based on the adjustment coefficient model according to current environmental conditions to adjust the traffic intensity simulated by the broadcast traffic intensity model includes: The ratio of the intensity of data broadcasting services generated under various environmental conditions to the intensity of data broadcasting services generated under adverse environmental conditions is used as the adjustment coefficient for data broadcasting service simulation generation: The simulated generation intensity λ of broadcast services under different environmental conditions is v for: l v =b v l; Among them, v represents the severity of environmental conditions. The larger v is, the worse the environment is. The corresponding simulation generation intensity λ v The larger the value, the higher the frequency of the simulated data broadcast service.

5. A DRM broadcast service modeling method based on simulation deduction according to claim 4, characterized in that: The broadcast traffic volume generated by the broadcast traffic intensity model is: Among them, x i (=1, 2,···, n) represent the broadcast traffic of each category generated by simulation, θ i (=1,2,···,n) represents the degree of deviation of the broadcast traffic of each category generated by simulation, c i (=1,2,···,n) represents the lower limit of the broadcast traffic volume of each category generated by simulation, d i (=1, 2, ···, n) represents the upper limit of the size of each type of broadcast traffic generated by simulation.

6. A method for generating a DRM broadcast service by simulation, characterized in that: Generate a broadcast service based on the broadcast service intensity model established by the DRM broadcast service modeling method according to any one of claims 1 to 5; if the broadcast service is continuously broadcast within a fixed time period, read the DRM broadcast transmitter location, the number of transmitters, and the broadcast coverage area according to the broadcast operation diagram generated by the broadcast service intensity model; According to the broadcast operation diagram, the broadcast time period of the DRM broadcast transmitter, the time interval of the broadcast service and the size of the broadcast service are set.

7. The method for generating a DRM broadcast service by simulation deduction according to claim 6, characterized in that: If the broadcast service is generated once every certain period of time within a fixed period, and different types of broadcast services are independent of each other, then the broadcast service intensity model generates the broadcast service including: Reading the DRM broadcast transmitter location, number of transmitters, and broadcast coverage area based on the broadcast operation diagram generated by the broadcast service intensity model; Setting the intensity λ generated by the broadcast service simulation according to the broadcast service intensity model; Input synchronously generates a random number μ between [0,1] i , determining which type of broadcast service the random number falls into, and generating a corresponding type of broadcast service by using the broadcast service intensity model; Obtain the real-time environmental conditions of the broadcast area and set the broadcast service simulation generation adjustment coefficient b v , and calculate the generation intensity λ of broadcast services under different environmental conditions v ; Input the upper and lower limits of various broadcast traffic volumes; Broadcast according to the set broadcast operation diagram.

8. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein: When the processor executes the program, the steps of the DRM broadcast service modeling method according to any one of claims 1 to 5 are implemented by simulation deduction.

9. A non-transitory computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the DRM broadcast service modeling method according to any one of claims 1 to 5 are implemented.

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