Simulation deduction scene construction method for far-domain collaborative application

Abstract

The invention relates to a simulation deduction scene construction method oriented to far-domain collaborative application, and the method comprises the following steps: S1, carrying out scene simulation demand analysis, and determining a simulation deduction target; s2, carrying out red party model capability requirements and application mode design: aiming at the proposed red and blue targets, in combination with a simulation deduction purpose, carrying out design of red party model elements, a red party collaborative application model and network topology, and proposing scene construction requirements for the number, the distribution potential, the movement and the confrontation strategy of the blue targets matched with the red party capability; s3, implementing a deduction scene, and performing deduction simulation verification and selection verification; and S4, carrying out simulation deduction and efficiency evaluation analysis. According to the invention, the design of each device and the collaborative model thereof in the simulation scene can be realized, and the pertinence of the construction and application of the far-field first-line collaborative simulation scene is improved.

Description

Technical Field

[0001] This invention relates to the field of simulation scenario design technology for remote combat, and in particular to a method for constructing simulation scenarios for remote collaborative applications. Background Technology

[0002] With the emergence of new operational concepts such as autonomous collaboration, simulation and simulation of these concepts are an indispensable step in operational concept research. They play a crucial supporting role in refining operational concepts, clarifying scenarios, and conducting effectiveness analysis. During simulation exercises, detailed design is needed regarding the types, quantities, behaviors, and adversarial relationships of elements on both the red and blue sides. Only through effective simulation scenario design and iterative simulation exercises can the red and blue simulated element settings and collaborative relationship design be ensured to meet the requirements of the operational concept. Therefore, the rationality of the simulation scenario design is a core requirement related to whether equipment elements are comprehensive, collaborative relationships are fully expressed, and the effectiveness of new operational concepts can be verified.

[0003] Currently, in the design of simulation scenarios in remote areas, space equipment models such as remote sensing satellites and communication satellites are used as single, unrelated model elements. They are positioned as simple sensors and communication channels, used to search for and discover targets, providing information such as target location, heading, track, and characteristic parameters. This information is then used for collaborative applications with other sensors, simulations, and evaluations. However, existing technologies have the following shortcomings:

[0004] (1) The importance of remote sensing satellites and communication satellites in remote simulation scenarios is not adequately reflected. In the scenario, the types and numbers of satellites, as well as the design of model parameters, are insufficient to reflect the perception effectiveness of satellite models with different types of satellites, different orbital altitudes, different payloads and different performance. It fails to reflect the difference between remote simulation scenarios and near-field and territorial scenarios. That is, different satellites, different number of beams, beam angles, different payload signal perception ranges, different payload working durations and other conditions have a significant impact on perception capabilities. It is necessary to conduct targeted and detailed design for the concept of autonomous operation at the front line in remote areas.

[0005] (2) The advantages of the integrated space network construction of satellite equipment models such as remote sensing satellites and communication satellites are not reflected. At present, in the scenario design, remote sensing satellites and communication satellites are designed and used as single equipment models. The network characteristics of remote sensing-communication-relay are not effectively identified, and their space integrated design and application mode is not effectively designed.

[0006] (3) The integrated application relationship between space equipment and air-based, ground-based, and sea-based equipment models is not reflected. The design of integrated air-space-ground network, single-satellite support mode, multi-satellite joint support mode, and autonomous collaborative application mode has not been effectively carried out, and the characteristics of the concepts of front-line, remote-field, and autonomous collaboration are not reflected.

[0007] Therefore, there is an urgent need for a simulation scenario construction method for remote application simulation to solve the above problems. Summary of the Invention

[0008] To address the technical problems existing in the prior art, the present invention aims to provide a simulation scenario construction method for remote collaborative applications, which improves the design of equipment models such as space-based remote sensing, communication, and relay in the simulation scenario construction, and enhances the relevance of the simulation scenario construction for remote collaborative applications.

[0009] To achieve the above-mentioned objectives, this invention provides a method for constructing simulation scenarios for remote collaborative applications, comprising the following steps:

[0010] Step S1: Conduct scenario simulation requirements analysis and clarify simulation simulation objectives;

[0011] Step S2: Design the capabilities and application modes of the red team model: Based on the proposed red and blue targets and in conjunction with the simulation and deduction objectives, design the elements of the red team model, the red team collaborative application model, and the network topology, and propose scenario construction requirements for the number, deployment, movement, and confrontation strategies of blue team targets that match the capabilities of the red team.

[0012] Step S3: Implement the simulation scenario and perform simulation verification and alternative selection verification;

[0013] Step S4: Conduct simulation and performance evaluation analysis.

[0014] According to a technical solution of the present invention, step S1 specifically includes:

[0015] Based on the characteristics of "long-range" and "autonomous collaboration" in the new combat concept, the large scenario is decomposed into several sub-scenarios. According to the sub-scenarios, the simulation time range, number of simulations, intensity of confrontation, red team resources, blue team targets, and confrontation relationships are sorted out to form a simulation scenario inference and construction requirements analysis table. In this table, blue team targets are used to represent the targets that need to be perceived, red team resources are used to represent the types of models required to perceive blue team targets, and confrontation relationships are used to represent the movement characteristics and states of the blue team.

[0016] According to one technical solution of the present invention, the simulation scenario deduction and construction requirement analysis table includes scenario name, time range, quantity, intensity, red team resources, blue team objectives and adversarial relationship;

[0017] Red side resources include one or more of the following: signal system model, optical system model, SAR system model, infrared system model, and high-orbit communication system model.

[0018] According to one technical solution of the present invention, step S2 specifically includes:

[0019] Step S21: Propose red team model capability requirements for different sub-scenarios. Design red team model capability requirements and application modes for different objectives and simulation purposes, and form a red team model capability requirements and application mode design table. The red team model capability requirements and application mode design table includes scenario name and its corresponding red team model basic parameter requirements, single-star application requirements, collaborative mode requirements and target matching relationship requirements.

[0020] Step S22: Based on the capability requirements and application mode design table of the Red Square model and the spatial integrated network characteristics of the Red Square model, set the network topology of each element in the Red Square model to realize the space-based network design.

[0021] According to one technical solution of the present invention, the basic parameter requirements of the red-side model include: the available frequency band requirements of the signal system, the resolution and swath requirements of the optical system, the frequency band and coverage of the SAR system, the mid-wave and long-wave bands of the infrared system, and the frequency band, coverage and capacity requirements of the high-orbit communication system; the single-satellite application requirements include OODA time, satellite avoidance time and interface relationship with other satellite models.

[0022] According to one technical solution of the present invention, step S3 specifically includes:

[0023] Step S31: Identify the elements of both the red and blue sides in each sub-scene and their initial positions to form a table of elements constituting the simulation scene;

[0024] Step S32: Design the behavior of each stage in the sub-scenario for each blue team target, and design the corresponding red team participation model and application mode according to the blue team target behavior and red team model system mode. Complete the detailed design of red team application mode and blue team target behavior design, and form a simulation scenario application design table.

[0025] Step S33: Based on the simulation scene element construction table and the simulation scene application design table, use the simulation system to set up the scene, and according to the behavior design, carry out the red and blue element layout of the simulation scenario and the behavior design of both parties, and adjust the quantitative relationship and collaborative mode requirements of each element according to the specific situation.

[0026] According to one technical solution of the present invention, the coordination rule includes:

[0027] According to one aspect of the present invention, an electronic device is provided, comprising: one or more processors, one or more memories, and one or more computer programs; wherein the processor is connected to the memory, and the one or more computer programs are stored in the memory; when the electronic device is running, the processor executes the one or more computer programs stored in the memory to cause the electronic device to execute a simulation and deduction scenario construction method for remote collaborative applications as described in any of the above technical solutions.

[0028] According to one aspect of the present invention, a computer-readable storage medium is provided for storing computer instructions, which, when executed by a processor, implement a simulation scenario construction method for remote collaborative applications as described in any of the above technical solutions.

[0029] Compared with the prior art, the present invention has the following beneficial effects:

[0030] (1) In the construction of autonomous collaborative simulation scenarios for remote areas, the role of remote sensing, communication, and relay satellites is highlighted. In terms of types, targeted designs are carried out for simulation scenarios such as land, sea, and air, reflecting the high degree of matching between sensor characteristics and scenario characteristics; in terms of model details, the types of satellite payloads, swath width, available duration, frequency band, OODA time, satellite avoidance time, and other limiting parameters in the remote sensing satellite model are enriched, and the on-board processing and switching capabilities, beam bandwidth capacity, number of beams, frequency bands, and other parameters of communication / relay satellites are enriched, so as to realize the efficient reflection of satellite capabilities by satellite model parameters;

[0031] (2) Conduct space-based network design to establish network links among various satellites, including remote sensing satellites, communication satellites, and relay satellites. By adding inter-satellite laser and microwave link models to each satellite, construct inter-satellite links in the same orbit, different orbits, and high, medium, and low orbits. Combined with inter-satellite routing models, realize space-based network design. At the same time, conduct matching design for vehicle, aircraft, ship, and missile models to achieve effective access for each node terminal and effectively reflect the communication capabilities of different frequency bands, different platforms, and different regions.

[0032] (3) Enhance the design of satellite application modes to cope with different scenarios. Conduct single-satellite support and multi-satellite collaborative guidance model design, flexibly add a variety of application models to the satellite model, and combine them with the design of complex confrontation scenarios against the blue side to achieve an effective and realistic reflection of satellite support capabilities with multiple means and modes. Attached Figure Description

[0033] To more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the drawings used in the embodiments will be briefly described below. Obviously, the drawings described below are merely some embodiments of the present invention, and those skilled in the art can obtain other drawings based on these drawings without creative effort.

[0034] Figure 1 This diagram illustrates the flowchart of the simulation scenario construction method for remote collaborative applications provided by the present invention.

[0035] Figure 2 This diagram illustrates a flowchart of a simulation scenario construction method for remote collaborative applications provided in one embodiment of the present invention.

[0036] Figure 3 A schematic diagram illustrating a network topology provided according to an embodiment of the present invention. Detailed Implementation

[0037] The description of the embodiments in this specification should be taken in conjunction with the accompanying drawings, which should form part of the complete specification. In the drawings, the shape or thickness of the embodiments may be exaggerated and may be indicated in a simplified or convenient manner. Furthermore, parts of the various structures in the drawings will be described separately; it is worth noting that elements not shown in the figures or not described in words are in a form known to those skilled in the art.

[0038] The descriptions of the embodiments herein, including any references to directions and orientations, are for ease of description only and should not be construed as limiting the scope of the invention. The following description of preferred embodiments involves combinations of features, which may exist independently or in combination; the invention is not particularly limited to the preferred embodiments. The scope of the invention is defined by the claims.

[0039] like Figure 1 As shown, this invention provides a method for constructing simulation scenarios for remote collaborative applications, comprising the following steps:

[0040] Step S1: Conduct scenario simulation requirements analysis and clarify simulation simulation objectives;

[0041] Starting with the operational concept, and focusing on the characteristics of long-range and front-line autonomous collaboration, a simulation scenario requirements analysis was conducted. The simulation rules, process, purpose, and expected results were defined, and the basic components of perception and communication for the Red Force and the construction of Blue Force targets were proposed, forming a simulation scenario deduction and construction requirements analysis table. In this table, Blue Force targets are used to represent the targets that need to be perceived, Red Force resources are used to represent the types of models required to perceive Blue Force targets, and adversarial relationships are used to represent the movement characteristics and states of the Blue Force.

[0042] Step S2: Design the capabilities and application modes of the red team model: Based on the proposed red and blue targets and in conjunction with the simulation and deduction objectives, design the elements of the red team model, the red team collaborative application model, and the network topology, and propose scenario construction requirements for the number, deployment, movement, and confrontation strategies of blue team targets that match the capabilities of the red team.

[0043] Step S2 specifically includes:

[0044] Step S21: Propose red team model capability requirements for different sub-scenarios. Design red team model capability requirements and application modes for different objectives and simulation purposes, and form a red team model capability requirements and application mode design table. The red team model capability requirements and application mode design table includes scenario name and its corresponding red team model basic parameter requirements, single star application requirements, collaborative mode requirements and target matching relationship requirements.

[0045] Step S22: Based on the capability requirements and application mode design table of the Red Square model and the spatial integrated network characteristics of the Red Square model, set the network topology of each element in the Red Square model to realize the space-based network design.

[0046] Step S3: Implement the simulation scenario and perform simulation verification and alternative verification.

[0047] Step S3 specifically includes:

[0048] Step S31: Identify the elements of both the red and blue sides in each sub-scene and their initial positions to form a table of elements constituting the simulation scene;

[0049] Step S32: Design the behavior of each stage in the sub-scenario for each blue team target, and design the corresponding red team participation model and application mode according to the blue team target behavior and red team model system mode. Complete the detailed design of red team application mode and blue team target behavior design, and form a simulation scenario application design table.

[0050] Step S33: Based on the simulation scene element construction table and simulation scene application design table, use the simulation system to carry out scene setting, and according to the behavior design, carry out the red and blue element layout of the simulation scenario, the design of the deduction rules, and the design of the behavior of both parties, and adjust the quantitative relationship and coordination rules of each element according to the specific situation.

[0051] Step S4: Conduct simulation and performance evaluation analysis.

[0052] Conduct simulation exercises, construct an evaluation index system, and conduct effectiveness assessments of operational concepts based on simulation exercises under various conditions.

[0053] By fully considering the collaborative application characteristics of satellites of different types, orbital altitudes, or performance in remote simulation scenarios, the integrated advantages of different satellite equipment models in an integrated space network can be demonstrated. The effects of joint use of various space equipment with air, ground, and sea equipment can be simulated, thereby realizing the construction of simulation scenarios for remote collaborative applications and effectively improving the realism of simulation simulation effects and the pertinence of remote collaborative simulation.

[0054] The specific embodiments are described below with reference to the accompanying drawings.

[0055] like Figure 2 As shown, the simulation scenario construction method for remote collaborative applications in this embodiment includes the following steps:

[0056] Step 1: Conduct scenario simulation requirements analysis and clarify simulation simulation objectives.

[0057] The large-scale scenario is broken down into several sub-scenarios in stages, and a simulation scenario construction requirement analysis is conducted. Specifically, focusing on the characteristics of "long-range" and "autonomous collaboration" in the new combat concept, the large-scale scenario is decomposed into sub-simulation scenario requirements in stages (search and perception, tracking and identification, strike, assessment, etc.). The simulation time range, number of simulations, intensity of confrontation, types of red force resources, types of blue force targets, and confrontation relationships are sorted out to form a simulation scenario construction requirement analysis table.

[0058] The resulting simulation scenario construction requirements analysis table is shown in Table 1, including the sequence number, scenario name, time range, quantity, intensity, red team resources, blue team targets, and adversarial relationships. Among these, the elements of the blue team targets are the targets that need to be perceived in this sub-scenario. The scope of blue team targets can cover maritime targets, air targets, and land targets. Red team resources are the types of satellite model payloads required to perceive blue team targets in this sub-scenario. The adversarial strategy refers to the blue team's motion characteristics and state. Quantity and intensity represent the number level and intensity level of the simulation scenario corresponding to this sub-scenario, respectively. The intensity level is related to the adversarial strategy; the higher the intensity level, the more detailed the conditions included in the adversarial strategy.

[0059]

[0060] Table 1

[0061] Step 2: Design the capability requirements and application models for the Red Team model.

[0062] For different sub-scenarios, corresponding capability requirements for the Red Team model are proposed. For different objectives and simulation purposes, application mode designs are carried out, forming a table of Red Team model capability requirements and application mode designs. The simulation objectives can be determined based on factors such as quantity, intensity, and adversarial relationships.

[0063] The Red Force model capability requirements and application mode design table is shown in Table 2, and includes at least: serial number, scenario name, Red Force model basic parameter requirements, single-satellite application requirements, collaborative mode, and target matching relationship. The Red Force model basic parameter requirements refer to the basic parameters corresponding to the satellite model, including satellite payload type, swath width, available duration, and frequency band. The single-satellite application requirements are the application parameters of the single-satellite model, including OODA time, satellite avoidance time, and interface relationships with other satellite models. The collaborative mode is the working mode for combined application among Red Force satellite models, such as satellite A guiding satellite B. The target matching relationship requires that the parameters of the Red Force model match the characteristics of the Blue Force target; for example, the frequency band of the Red Force's signal payload should cover the radar frequency band of the Blue Force's ship target to ensure the detectability of the Blue Force target by the Red Force satellite. In the Red Force model capability requirements and application mode design table, the Red Force model basic parameter requirements, single-satellite application requirements, collaborative mode, and target matching relationship correspond to the payload types of the Red Force resources.

[0064]

[0065] Table 2

[0066] Meanwhile, based on the Red Team's model capability requirements and application mode design table, as well as the Red Team's integrated spatial network characteristics, the network topology of each element of the Red Team during the simulation process is constructed.

[0067] The generated network topology diagram is as follows Figure 3 As shown, the network topology diagram illustrates the distribution of individual satellites at each orbital level and the link topology relationships between satellites. By adding inter-satellite laser and microwave link models to each satellite, inter-satellite links are constructed in the same orbit, different orbits, and high, medium, and low orbits, enabling interconnection and free transmission of information between the Red team's satellite models. Combined with the inter-satellite routing model, a space-based network design is achieved. For example, in a networked satellite scenario, the perception results of the Blue team's target by the low-orbit optical satellite model can be transmitted to a designated Red team model through other satellite models such as high-orbit or medium-orbit satellites, enabling free information interaction between Red team models without spatial or positional limitations.

[0068] Step 3: Simulation Scenario Implementation and Iterative Verification

[0069] Based on the above requirements such as the target composition and application strategy of both red and blue sides, the simulation simulation system is used to carry out simulation simulation scenario implementation, and simulation experience selection and verification are conducted. The scenario and behavior design of the process of situational awareness, target tracking, target attack and evaluation in the simulation simulation are refined and implemented. The refined design of the simulation simulation scenario is achieved through multiple iterations.

[0070] When implementing the simulation scenario, it is necessary to specify the model, name, position, relationship, etc. of each element of the red and blue sides, and form a simulation scenario element composition table. The simulation scenario element construction table is shown in Table 3, which includes the serial number, scenario name, red side model and its initial position, and blue side model and its initial position. The red side model and blue side model respectively include the basic information of each element of the red side and blue side participating in the simulation. The initial position of each element of the red side can be its orbital position, and the initial position of each element of the blue side can be the latitude and longitude coordinates of each element of the blue side.

[0071]

[0072] Table 3

[0073] Simultaneously, during the simulation and deduction phase, detailed design of the Red Team's application mode and Blue Team's target behavior are carried out, forming a simulation scenario application design table, as shown in Table 4. This table includes: scenario name and phase, the Red Team model and its application mode corresponding to each phase in each sub-scenario, the Blue Team model and Blue Team behavior corresponding to each phase in each sub-scenario, and the basic environment corresponding to each phase in each sub-scenario. The simulation and deduction process of each sub-scenario may include multiple phases (such as search and perception, tracking and identification, target strike, and damage assessment). Depending on the simulation objectives and purposes of each phase, the Red Team model, application mode, Blue Team model, Blue Team behavior, and basic environment may differ for each phase. The application mode in the simulation scenario application design table is determined based on the collaborative mode in Table 2. In conjunction with the Red Team model, it represents the specific actions and collaborative relationships between individual satellite models in each phase of each sub-scenario, targeting different perceived targets (Blue Team models).

[0074]

[0075] Table 4

[0076] Step S33: Based on the simulation scene element construction table and the simulation scene application design table, use the simulation system to set up the scene, and carry out the red and blue element layout of the simulation scenario and the behavior design of both parties according to the behavior design. Then, adjust the quantitative relationship of each element and the content of the collaborative mode requirements according to the specific situation.

[0077] The collaborative mode, or collaborative rules, mainly refers to the rules governing how many segments of joint sensing of the blue target need to be achieved using multiple red team models with different payloads, depending on the blue target's spatial location (e.g., land, sea, air, underwater) and different time and climate environments. The purpose of setting collaborative rules is to improve the accuracy and continuity of blue target perception. These rules need to be specifically designed when designing specific sub-scenarios and serve as input for subsequent simulation verification. For example, to improve the ability to identify a certain blue target, a satellite carrying a signal payload can be used to detect the target, and then a satellite carrying a visible light payload can be guided to identify the target. Similarly, to achieve the ability to detect targets in complex terrain, a satellite carrying a SAR payload can be used to detect the area, and then a satellite carrying an optical payload can be guided to identify a designated area.

[0078] Step S4: Based on the winning mechanism and core essence of the new operational concept, conduct simulation exercises around the core indicator system, and provide an operational concept effectiveness assessment and analysis. Simulation Exercises and Effectiveness Assessment: Conduct simulation exercises, construct an assessment indicator system, and conduct an effectiveness assessment of the operational concept based on simulation exercises under various conditions.

[0079] According to one aspect of the present invention, an electronic device is provided, comprising: one or more processors, one or more memories, and one or more computer programs; wherein the processor is connected to the memory, and the one or more computer programs are stored in the memory; when the electronic device is running, the processor executes the one or more computer programs stored in the memory to cause the electronic device to execute a simulation and deduction scenario construction method for remote collaborative applications as described in any of the above technical solutions.

[0080] The processor can be a central processing unit (CPU), but it can also be other general-purpose processors, digital signal processors (DSPs), application-specific integrated circuits (ASICs), field-programmable gate arrays (FPGAs), or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor can be a microprocessor or any conventional processor.

[0081] According to one aspect of the present invention, a computer-readable storage medium is provided for storing computer instructions, which, when executed by a processor, implement a simulation scenario construction method for remote collaborative applications as described in any of the above technical solutions.

[0082] Computer-readable storage media can include any medium capable of storing or transmitting information. Examples of computer-readable storage media include electronic circuits, semiconductor memory devices, ROM, flash memory, erasable ROM (EROM), floppy disks, CD-ROMs, optical disks, hard disks, fiber optic media, radio frequency (RF) links, and so on. Code segments can be downloaded via computer networks such as the Internet and intranets.

[0083] Furthermore, it should be noted that the present invention can be provided as a method, apparatus, or computer program product. Therefore, embodiments of the present invention can take the form of a completely hardware embodiment, a completely software embodiment, or an embodiment combining software and hardware aspects. Moreover, embodiments of the present invention can take the form of a computer program product implemented on one or more computer-usable storage media containing computer-usable program code.

[0084] Embodiments of the present invention are described with reference to flowchart illustrations and / or block diagrams of methods, terminal devices (systems), and computer program products according to embodiments of the invention. It will be understood that each block of the flowchart illustrations and / or block diagrams, and combinations of blocks in the flowchart illustrations and / or block diagrams, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, embedded processor, or other programmable data processing terminal device to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing terminal device, generate instructions for implementing the flowchart illustrations. Figure 1 One or more processes and / or boxes Figure 1 A device that provides the functions specified in one or more boxes.

[0085] These computer program instructions may also be stored in a computer-readable storage medium that can direct a computer or other programmable data processing terminal device to operate in a particular manner, such that the instructions stored in the computer-readable storage medium produce an article of manufacture including instruction means, which are implemented in a process Figure 1 One or more processes and / or boxes Figure 1 The functions specified in one or more boxes. These computer program instructions may also be loaded onto a computer or other programmable data processing terminal equipment to cause a series of operational steps to be performed on the computer or other programmable terminal equipment to produce a computer-implemented process, thereby providing instructions that execute on the computer or other programmable terminal equipment for implementing the process. Figure 1 One or more processes and / or boxes Figure 1 The steps of the function specified in one or more boxes.

[0086] It should also be noted that, in this document, the terms "comprising," "including," or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or terminal device that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such a process, method, article, or terminal device. Without further limitations, an element defined by the phrase "comprising one..." does not exclude the presence of other identical elements in the process, method, article, or terminal device that includes said element.

[0087] Finally, it should be noted that the above description represents a preferred embodiment of the present invention. It should be pointed out that although preferred embodiments have been described, those skilled in the art, once they understand the basic inventive concept of the present invention, can make various improvements and modifications without departing from the principles described herein. These improvements and modifications should also be considered within the scope of protection of the present invention. Therefore, the appended claims are intended to be interpreted as including both the preferred embodiments and all changes and modifications falling within the scope of the embodiments of the present invention.

Claims

1. A method for constructing simulation scenarios for remote collaborative applications, characterized in that, Includes the following steps: Step S1: Conduct scenario simulation requirements analysis and clarify simulation simulation objectives; Step S2: Design the capabilities and application modes of the red team model: Based on the proposed red and blue targets and in conjunction with the simulation and deduction objectives, design the elements of the red team model, the red team collaborative application model, and the network topology, and propose scenario construction requirements for the number, deployment, movement, and confrontation strategies of blue team targets that match the capabilities of the red team. Step S3: Implement the simulation scenario and perform simulation verification and alternative selection verification; Step S4: Conduct simulation and performance evaluation analysis.

2. The simulation scenario construction method for remote collaborative applications according to claim 1, characterized in that, Step S1 specifically includes: Based on the characteristics of "long-range" and "autonomous collaboration" in the new combat concept, the large scenario is decomposed into several sub-scenarios. According to the sub-scenarios, the simulation time range, number of simulations, intensity of confrontation, red team resources, blue team targets, and confrontation relationships are sorted out to form a simulation scenario inference and construction requirements analysis table. In this table, blue team targets are used to represent the targets that need to be perceived, red team resources are used to represent the types of models required to perceive blue team targets, and confrontation relationships are used to represent the movement characteristics and states of the blue team.

3. The simulation scenario construction method for remote collaborative applications according to claim 2, characterized in that, The simulation scenario deduction and construction requirements analysis table includes the scenario name, time range, quantity, intensity, red team resources, blue team objectives, and adversarial relationship; Red side resources include one or more of the following: signal system model, optical system model, SAR system model, infrared system model, and high-orbit communication system model.

4. The simulation scenario construction method for remote collaborative applications according to claim 2, characterized in that, Step S2 specifically includes: Step S21: Propose red team model capability requirements for different sub-scenarios. Design red team model capability requirements and application modes for different objectives and simulation purposes, and form a red team model capability requirements and application mode design table. The red team model capability requirements and application mode design table includes scenario name and its corresponding red team model basic parameter requirements, single-star application requirements, collaborative mode requirements and target matching relationship requirements. Step S22: Based on the capability requirements and application mode design table of the Red Square model and the spatial integrated network characteristics of the Red Square model, set the network topology of each element in the Red Square model to realize the space-based network design.

5. The simulation scenario construction method for remote collaborative applications according to claim 4, characterized in that, The basic parameter requirements for the Red Team model include: available frequency band requirements for the signal system, resolution and swath requirements for the optical system, frequency band and coverage of the SAR system, mid-wave and long-wave bands for the infrared system, and frequency band, coverage and capacity requirements for the high-orbit communication system; single-satellite application requirements include OODA time, satellite avoidance time, and interface relationships with other satellite models.

6. The simulation scenario construction method for remote collaborative applications according to claim 4, characterized in that, Step S3 specifically includes: Step S31: Identify the elements of both the red and blue sides in each sub-scene and their initial positions to form a table of elements constituting the simulation scene; Step S32: Design the behavior of each stage in the sub-scenario for each blue team target, and design the corresponding red team participation model and application mode according to the blue team target behavior and red team model system mode. Complete the detailed design of red team application mode and blue team target behavior design, and form a simulation scenario application design table. Step S33: Based on the simulation scene element construction table and the simulation scene application design table, use the simulation system to set up the scene, and according to the behavior design, carry out the red and blue element layout of the simulation scenario and the behavior design of both parties, and adjust the quantitative relationship and collaborative mode requirements of each element according to the specific situation.

7. An electronic device, characterized in that, include: One or more processors, one or more memories, and one or more computer programs; wherein the processor is connected to the memory, and the one or more computer programs are stored in the memory, and when the electronic device is running, the processor executes the one or more computer programs stored in the memory to cause the electronic device to perform the simulation and deduction scenario construction method for remote collaborative applications as described in any one of claims 1 to 6.

8. A computer-readable storage medium, characterized in that, Used to store computer instructions, which, when executed by a processor, implement the simulation and deduction scenario construction method for remote collaborative applications as described in any one of claims 1 to 6.

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