Intelligent laser shooting and aiming precision analysis system

Abstract

An intelligent laser shooting and aiming precision analysis system belongs to the field of military and police training, and comprises a shooting module used for responding to trigger action to emit laser to simulate shooting; the sensor module comprises a multispectral sensor array and a signal processing circuit; the data processing and analyzing module can receive the signals processed by the sensor module, carry out real-time operation and analysis on the shooting process based on a built-in ballistic model algorithm, and generate multi-dimensional shooting precision analysis data; the communication module is used for outputting the shooting precision analysis data to external equipment; the power supply module is used for supplying power to the modules; light spot image data are captured through the multispectral sensor array, depth operation is carried out through the data processing and analysis module 3 with the built-in ballistic model algorithm, shooting precision analysis data are output, a trainer can know a shooting result and can accurately position technical defects, and training guidance is accurate and scientific.

Description

TECHNICAL FIELD

[0001] The application is a system for intelligent laser shooting and aiming precision analysis, belonging to the field of military and police training. BACKGROUND

[0002] In the field of military and police training, accurate mastery of shooting skills is crucial for the efficiency and safety of task execution. Traditional shooting training mainly relies on live ammunition shooting, but this method has many limitations, such as high cost, low safety, and strict training site requirements. In order to solve these problems, simulation gun technology has emerged. Although existing simulation gun training systems can detect hitting conditions, they can only achieve binary judgment of "hit" or "miss" and simply count the hit rate. They cannot perform in-depth quantitative analysis of the quality of the shooting process and are prone to misjudgment or omission. In addition, the output shooting data is slow and has low accuracy, which cannot accurately reflect the shooting situation. Therefore, traditional simulation gun training systems usually perform simple data recording and transmission devices, lacking built-in intelligent algorithms for deep fusion and diagnostic analysis of training data. SUMMARY

[0003] In view of the deficiencies of the prior art, the application aims to provide a system for intelligent laser shooting and aiming precision analysis to solve the technical problems of low intelligence level of existing simulation gun systems and inability to output accurate quantitative evaluation reports.

[0004] In order to achieve the above-mentioned purpose, the application is implemented by the following technical solution: a system for intelligent laser shooting and aiming precision analysis, comprising: A shooting module, the shooting module includes a launch unit and a trigger device, for launching laser to simulate shooting in response to trigger action, and the launch unit includes at least two different wavelength laser launchers and a laser control circuit, the system can switch automatically according to the training mode or the ambient light sensing feedback; A sensor module connected with the shooting module signal, the sensor module includes a multispectral sensor array and a signal processing circuit, the multispectral sensor array is used to capture the laser signal spot image and hit coordinates on the target surface, and generate analog signals, the signal processing circuit is used to preprocess the analog signals; A data processing and analysis module connected with the sensor module and receiving the preprocessed signals, based on the built-in trajectory model algorithm to perform real-time calculation and analysis on the aiming trajectory in the shooting process, to generate multi-dimensional shooting precision analysis data; A communication module connected with the data processing and analysis module, for outputting the shooting precision analysis data to external devices; The power supply module supplies power for the shooting module, the sensor module, the data processing and analysis module and the communication module; The system can switch the wavelength of the laser emitter according to the training mode or the ambient light sensing feedback, and through the cooperation of the multi-spectrum sensor array and the data processing and analysis module, the hit judgment and the quantitative evaluation of the aiming accuracy can be realized synchronously in a single training.

[0005] Further, the wavelength of the laser emitted by the laser emitter is 635-650 nm red laser or 800-980 nm infrared laser.

[0006] Further, the data processing and analysis module is internally integrated with a digital-to-analog converter and a microprocessor, the digital-to-analog converter is used to convert the input analog signal into a digital signal, and the microprocessor runs a ballistic model algorithm and generates individual shooting accuracy analysis data.

[0007] Further, the shooting accuracy analysis data includes shooting times, hit rate, shooting time, aiming trajectory stability index, firing jitter error value and bullet impact point dispersion accuracy value.

[0008] Further, the communication module includes a wireless output unit, a wired output interface and a data encryption unit; the wireless output unit is Bluetooth transmission or WIFI transmission, the wired output interface is a USB interface or a TYPE-C interface, and the data encryption unit contains a dynamic encryption algorithm and is used for encrypted storage and transmission of the shooting accuracy analysis data of individual tactical training.

[0009] Further, the communication module is also integrated with a data buffering device, the data buffering device includes a buffering chip, a non-volatile storage unit and a buffering management circuit, and is used for temporarily storing data when the network is interrupted and retransmitting in sequence after the network is restored, so as to ensure the integrity and consistency of the data.

[0010] Further, the power supply module includes a mobile power supply, a fixed power supply and a power management circuit, the power management circuit further includes a power consumption monitoring unit, which is used for real-time monitoring of the power consumption of each module and adaptive dynamic power distribution according to the working mode of the system, and preferentially guarantees the power supply of the sensor module and the data processing and analysis module.

[0011] Further, the system is in communication connection with external devices including a display screen, a PC or a specific training device, which is used for real-time display of the shooting accuracy analysis data and can trigger different sound and light effects when hitting, missing the target or the training result meets the standard.

[0012] The beneficial effects of the present application are: 1、The application captures the spot image data rich in details through the multispectral sensor array, and carries out deep operation through the data processing and analysis module of the built-in ballistic model algorithm, outputs the multi-dimensional shooting precision analysis data including the aiming track stability index, the firing jitter error value, the impact point dispersion precision and the like, so that the trainer can not only know the shooting result, but also accurately locate the technical short board (such as unstable holding, improper firing time, poor breathing control and the like), and realizes the precision and scientific of training guidance.

[0013] 2、The application adopts the switchable wavelength laser emission scheme, innovatively combines different training modes and the content of ambient light sensing feedback to dynamically adjust the laser power, solves the training problems that the laser is invisible in strong light environment and the laser is dazzling in weak light environment, and significantly improves the training experience and data accuracy in different light environments.

[0014] 3、The communication module in the application integrates a dynamic data encryption unit and a data cache device with a broken line continuation function, which together constitute a reliable data protection mechanism. The dynamic data encryption unit ensures the security of highly sensitive training data containing personal tactical habits, preventing leakage and tampering; the data cache device ensures that training analysis data will not be lost under any network fluctuation, ensuring the integrity of data analysis.

[0015] Therefore, the application constructs an advanced training system integrating data acquisition, intelligent analysis and accurate feedback through intelligent cooperation of hardware innovation and software algorithm. BRIEF DESCRIPTION OF DRAWINGS

[0016] Other features, objects and advantages of the application will become more apparent through reading the following detailed description of the non-limiting embodiments with reference to the accompanying drawings: Figure 1 It is a structural schematic diagram of the intelligent laser shooting and aiming precision analysis system of the application; Figure 2 It is a structural schematic diagram of the shooting module; Figure 3 It is a signal transmission schematic diagram in embodiment 1; Figure 4 It is a signal transmission schematic diagram of the communication module 4 in embodiment 3.

[0017] The reference signs are as follows: 1, shooting module; 2, sensor module; 3, data processing and analysis module; 4, communication module; 5, power supply module. DETAILED DESCRIPTION

[0018] In order to make the technical means, creative features, purposes and effects realized by the application easy to understand, the application is further described below in combination with specific embodiments.

[0019] As Figure 1 , Figure 2 indicated, the present application provides a system technical solution of intelligent laser shooting and aiming precision analysis: it comprises: a shooting module 1, which contains a launch unit and a trigger device, is used to launch laser to simulate shooting in response to trigger action, and the launch unit includes at least two different wavelength laser launchers and laser control circuit, the system can switch according to training mode or ambient light sensing feedback; a sensor module 2 connected with the shooting module 1, which contains a multispectral sensor array and a signal processing circuit, the multispectral sensor array is used to capture the laser signal spot image on the target surface and hit coordinates, and generate analog signals, and the signal processing circuit is used to pretreat the analog signals; a data processing and analysis module 3 connected with the sensor module 2 and receiving the pretreated signals, which is based on the built-in ballistic model algorithm to calculate and analyze the aiming trajectory in the shooting process in real time, and generate multi-dimensional shooting precision analysis data; a communication module 4 connected with the data processing and analysis module 3, which is used to output the shooting precision analysis data to external equipment; a power supply module 5, which supplies power for the shooting module 1, the sensor module 2, the data processing and analysis module 3 and the communication module 4; Among them, the system can switch the wavelength of the laser launchers according to the training mode or the ambient light sensing feedback, and through the cooperation of the multispectral sensor array and the data processing and analysis module 3, it can realize the hit judgment and the quantitative evaluation of aiming precision in a single training.

[0020] In order to analyze the training process, the data processing and analysis module 3 is internally integrated with a digital-to-analog converter and a microprocessor, the digital-to-analog converter is used to convert the input analog signal into digital signal, and the microprocessor runs the ballistic model algorithm and generates individual shooting precision analysis data.

[0021] In order to accurately output individual tactical habits, the shooting precision analysis data includes shooting times, hit rate, shooting time, aiming trajectory stability index, firing jitter error value and point of impact dispersion precision value.

[0022] In order to adapt to different training scenarios, the power supply module 5 includes a mobile power supply, a fixed power supply and a power management circuit, the power management circuit further includes a power consumption monitoring unit for real-time monitoring of the power consumption of each module and adaptive dynamic power distribution according to the working mode of the system, and the power supply of the sensor module 2 and the data processing and analysis module 3 is preferentially guaranteed, wherein the mobile power supply is a rechargeable lithium battery, and the fixed power supply is an external power adapter.

[0023] In order to improve the interactivity and interest of training, the system is in communication connection with external devices including a display screen, a PC or a specific training device, for real-time display of the shooting precision analysis data, and different sound and light effects can be triggered when hitting, missing the target or the training result meets the standard.

[0024] The overall weight of the simulation gun in the system is 3-5 kg, and the overall high-strength engineering plastic has good wear resistance, impact resistance and formability, and has a relatively low cost.

[0025] Embodiment 1: As shown in Figure 3 The embodiment outputs multi-dimensional shooting precision analysis data by cooperating the multi-spectral sensor array in the sensor module 2 with the image processing algorithm and the ballistic model algorithm in the data processing and analysis module 3.

[0026] In order to improve the detection effect in the shooting process, the multi-spectral sensor array in the sensor module 2 is integrated by a plurality of photoelectric sensor units (pixels) arranged in a specific geometric pattern (such as a rectangular grid) and having high sensitivity to different wavelength light signals, and the array integrates at least two filter units: The first group of filter units: corresponding to the red visible light band (such as 635-650 nm) emitted by the laser emitter, for high-precision capture of laser spots in the conventional training mode; The second group of filter units: corresponding to the infrared laser band (such as 800-980 nm) emitted by the laser emitter, for capturing invisible infrared laser signals in the actual combat simulation mode.

[0027] This structure makes the array not only able to perceive light intensity, but also able to distinguish different wavelengths of laser, so as to adapt to multiple training modes on the same hardware system.

[0028] When the laser beam irradiates the target surface, the multi-spectral sensor array performs high-speed frame scanning imaging on the target surface area, and for each sensing unit in the array, the output signal strength reflects the light intensity of the micro area of the target surface corresponding to the unit.

[0029] Hit judgment: the system can determine the laser spot by identifying the abnormal light intensity distribution area in the sensor array output signal that exceeds the ambient light background intensity, and calculate the accurate hit coordinates (X, Y) by analyzing the position coordinates of the area in the array.

[0030] Compared with the optical sensor, the multispectral sensor array in the application can analyze the morphological characteristics, light intensity distribution characteristics and spectral characteristics of the light spot, and then collect rich raw data information: 1. Light spot morphological characteristics: such as the geometric shape, area, and circularity of the light spot. A stable aiming and firing should result in a regular circular light spot with concentrated area; while a shaking firing or unstable aiming may cause light spot tailing, deformation or area diffusion.

[0031] 2. Light intensity distribution characteristics: the distribution of energy inside the light spot (i.e. the gray scale distribution). Whether the energy distribution is uniform or there is a peak shift can reflect the stability at the moment of firing.

[0032] 3. Spectral characteristics: by analyzing which group of filter units produces the strongest response, the system can automatically identify the wavelength of the laser used in the current shooting, and realize automatic identification and switching of the training mode.

[0033] In addition, in order to increase the processing capacity of the signal, the signal processing circuit in the sensor module 2 is used for pre-processing (amplification and noise reduction, etc.) of the analog signal, which is transmitted to the data processing and analysis module 3, and combined with the microprocessor running the built-in image processing algorithm and trajectory model algorithm in the data processing and analysis module 3, to perform deep fusion and intelligent analysis on the above multi-dimensional data (coordinates, morphology, light intensity distribution).

[0034] The image processing algorithm receives and processes the original image signal from the multispectral sensor array, first performs noise reduction, filtering, background subtraction and other operations on the original image, and uses threshold segmentation and edge detection to accurately identify and separate the area of the laser spot from the processed image, and to extract the light spot, calculate the quantized feature parameters (light spot centroid coordinates, light spot area and shape, light intensity distribution).

[0035] The trajectory simulation algorithm receives the quantized feature parameter sequence output by the image processing algorithm, and applies the microprocessor for deep analysis, for example, by analyzing the light spot coordinates of multiple consecutive shots, the dispersion accuracy of the impact point can be calculated; by analyzing the morphology and light intensity distribution of a single shot light spot, the jitter error at the moment of firing can be quantitatively evaluated; by analyzing the small moving track of the light spot on the target surface during the shooter's aiming process, the stability of the aiming process can be evaluated.

[0036] The application captures detailed spot image data through a multispectral sensor array and performs deep operation via a data processing and analysis module 3 with a built-in ballistic model algorithm, outputting multi-dimensional shooting precision analysis data including aiming trajectory stability index, firing jitter error value, and point of impact dispersion precision, so that the trainer can not only know the shooting results, but also accurately locate the technical weaknesses (such as unstable holding, improper firing timing, poor breathing control, etc.), realizing the precision and scientization of training guidance.

[0037] Embodiment 2: As shown in Figure 2 The embodiment describes that the shooting module 1 can automatically switch different types and wavelengths of laser according to training mode or ambient light feedback sensing.

[0038] In order to realize the launching of ammunition, the launching unit in the shooting module 1 includes at least two laser launchers of different wavelengths and a laser control circuit, and the system can automatically switch different wavelengths of laser according to training mode or ambient light sensing feedback.

[0039] Among them, the launching unit can have single-shot and burst training modes. In single-shot mode, one ammunition is launched each time the trigger is pulled, and in burst mode, shooting can be performed according to the set burst rules, which helps to simulate training of different tactical requirements.

[0040] In order to adapt to different training environments, the wavelength of the laser emitted by the laser emitter is 635-650 nanometer red laser or 800-980 nanometer infrared laser.

[0041] 1. Red laser has high visibility and can be directly observed by naked eye, so that in simulated shooting training, the user can clearly see the laser spot, which is convenient for aiming and adjusting the shooting direction; 2. Infrared laser is invisible light and has strong concealment. In simulated combat or tactical training, the simulated gun using infrared laser can more realistically simulate the concealment shooting effect of real firearms, increasing the practicality and challenge of training. However, in the process of use, it needs to be matched with a special infrared detection device for shooting detection, and the infrared laser has strong anti-interference ability. Even in strong light environment, it can stably perform target detection and shooting simulation. In addition, infrared laser also has strong penetration ability and can penetrate obstacles such as smoke and mist to a certain extent, which is suitable for shooting training in complex environments such as urban combat simulation and field combat simulation. In addition to the above types of lasers, the application also allows replacement of laser heads of different wavelengths to adapt to different training needs.

[0042] The specific switching process is as follows: 1、Hardware composition: The transmitting unit includes at least two laser transmitters of different wavelengths (such as a red laser of 635-650 nm wavelength and an infrared laser of 800-980 nm wavelength), a laser control circuit, an ambient light sensor, and a mode selection unit.

[0043] The laser control circuit further includes a microcontroller, a laser drive circuit, a multi-channel switching switch circuit, and a feedback signal acquisition circuit; the ambient light sensor is installed on the surface of the gun body or the sighting base, used for real-time quantitative detection of ambient light intensity and conversion of the same into an analog or digital electrical signal transmitted to the microcontroller in the laser control circuit; the mode selection unit includes a touch button installed on the body, through which the user manually selects the mode, including "regular training mode", "real combat simulation mode", or "intelligent adaptive mode".

[0044] The controller, as the brain of the entire control process, reads and analyzes the signals from the ambient light sensor and the mode selection unit in real time, combines the internal running preset control algorithm, makes the optimal wavelength selection and power decision, and then converts the decision into specific control signals to control the channel switching of the multi-channel switching switch circuit, while the controller sends control signals (such as PWM waves) to the laser drive circuit. The current generated by the laser drive circuit is delivered to the specified red laser or infrared laser through the channel selected by the multi-channel switching switch circuit, so that the laser emits laser of corresponding wavelength, completing the entire intelligent switching and transmitting process.

[0045] 2、Software composition: The system realizes wavelength self-switching according to the following logic: The controller follows the mode priority principle and first reads the signal of the mode selection unit: If the user explicitly selects "regular training mode" or "real combat simulation mode", the controller will ignore the ambient light feedback and directly control the multi-channel switching switch circuit to connect the corresponding red or infrared laser; When the mode selection unit is set to "intelligent adaptive mode", the controller starts the environmental adaptation logic, that is, the controller collects the data of the ambient light sensor in real time, and compares the real-time light intensity value with the pre-stored light intensity threshold in the controller: If the ambient light intensity is higher than the threshold (judged as strong light environment, such as outdoor sunlight), the controller controls the switching switch circuit to connect the infrared laser, avoiding the problem that the visible light laser is easily submerged in sunlight and causes the system to fail; If the ambient light intensity is lower than the threshold (judged as weak light environment, such as indoor or night), the controller controls the switching switch circuit to connect the red laser, so that the trainee can directly observe the impact point with naked eye.

[0046] To further optimize performance, the laser control circuit can also dynamically fine-tune the output power of the laser through the laser drive circuit according to the selected laser type and ambient light intensity, such as appropriately increasing the infrared laser power in strong light to enhance signal strength, or reducing the red laser power in weak light to save energy and reduce glare.

[0047] In summary, by adopting a switchable wavelength laser emission scheme, this application dynamically adjusts the laser power by innovatively combining different training modes and environmental light sensing feedback, solving the training problems of invisible laser in strong light and dazzling interference of laser in weak light, and significantly improving the training experience and data accuracy in different lighting environments.

[0048] Embodiment 3: As Figure 4 shown, this embodiment describes the technical content of the double protection of data by the communication module 4 data encryption unit and data caching device, and realizes data transmission through wireless output unit or wired output interface.

[0049] In order to provide a stable data output environment, the communication module 4 includes a wireless output unit, a wired output interface and a data encryption unit; the wireless output unit is Bluetooth transmission or WIFI transmission, the wired output interface is USB interface or TYPE-C interface, and the data encryption unit includes a dynamic encryption algorithm for encrypted storage and transmission of shooting precision analysis data of personal tactical training.

[0050] 1. Bluetooth transmission: suitable for short-distance, low-power communication scenarios, such as transmitting shooting data to the trainer's smartphone or tablet in small training venues or individual training, making it convenient for the trainer to view the training situation in real time and provide guidance; 2. WIFI transmission: suitable for situations that require longer distances or higher data transmission rates, such as transmitting shooting data to a training management system or large-screen display in large training venues or multi-person collaborative training, to realize centralized management and real-time display of data; 3. USB interface: transmit shooting data to a PC or training console through a USB interface, suitable for scenarios that require stable data transmission and high reliability, such as detailed training data analysis, simulation training scenario setup, etc. 4. TYPE-C interface: with higher data transmission rate and more flexible connection method, it can quickly transmit a large amount of shooting data and support connection to multiple devices, such as connecting to a high-performance training management system or communicating with other simulation training devices.

[0051] 5. Data encryption unit: This unit integrates high-performance encryption chips and supporting firmware programs. The firmware program runs a dynamic key derivation algorithm based on the training session ID. The algorithm preferably uses a HMAC-SHA256-based key derivation function or an SM3-based key derivation algorithm to generate a unique encryption key for each training session. The encryption unit encrypts and decrypts the transmitted and stored shooting accuracy analysis data based on the session ID as the basis for dynamic key generation.

[0052] That is, at the beginning of each training, the system will automatically generate a unique session ID. The encryption unit uses this session ID as the basis for dynamic key generation to encrypt all shooting accuracy analysis data generated during the training process in real time, especially the depth analysis data containing highly sensitive information such as personal shooting habits, tactical action preferences, and stability weaknesses. This encryption method ensures that the data encryption key for each training is unique, and compared to traditional static encryption methods, this dynamic encryption mechanism greatly enhances data security, effectively preventing data from being intercepted and decrypted during wireless transmission or being accessed and tampered with on external storage devices.

[0053] In addition, to prevent network problems or power outages during data transmission, the communication module 4 also contains a data caching device, which includes a cache chip, a non-volatile storage unit, and a cache management circuit, for temporarily storing data when the network is interrupted and retransmitting in order when the network is restored, ensuring data integrity and consistency.

[0054] The cache chip is used to temporarily store real-time generated shooting data, with extremely high read and write speed to ensure fast temporary storage. The non-volatile storage unit uses non-volatile storage media such as flash memory chips to safely save data in the event of long-term network interruption or system power failure, preventing data loss. The cache management circuit is responsible for coordinating data transmission between the cache chip and the non-volatile storage unit, as well as monitoring the cache state to ensure data integrity and consistency.

[0055] When the system is running normally and the network connection is stable, the communication module 4 will transmit the shooting data processed by the sensor module 2 to the external device in real time. However, in the event of network interruption or transmission anomalies, the data caching device will quickly start and automatically store the unsuccessfully transmitted data in the cache chip. At the same time, the cache management circuit will monitor the network status in real time. Once the network is restored, the data caching device will transmit the temporarily stored data from the cache chip to the non-volatile storage unit in the order of first in, first out (FIFO), and then attempt to establish a connection with the external device through the communication module 4 to synchronize the data to the external device.

[0056] In summary, the communication module 4 in the application integrates a dynamic data encryption unit and a data buffering device with a broken line continuation function, which together constitute a reliable data guarantee mechanism. The dynamic data encryption unit ensures the security of highly sensitive training data containing personal tactical habits, preventing leakage and tampering. The data buffering device ensures that training analysis data will not be lost under any network fluctuation, ensuring the integrity of data analysis.

[0057] The above shows and describes the basic principles and main features of the present application and the advantages of the present application. It is obvious for those skilled in the art that the present application is not limited to the details of the above exemplary embodiments, and the present application can be implemented in other specific forms without departing from the spirit or essential characteristics of the present application. Therefore, the embodiments should be regarded as exemplary and non-limiting in any respect, and the scope of the present application is defined by the appended claims rather than the above description, and all changes falling within the meaning and scope of the equivalent elements of the claims are intended to be included in the present application. Any reference signs in the claims should not be regarded as limiting the claims involved.

[0058] In addition, it should be understood that although the present specification is described in terms of embodiments, not every embodiment contains only one independent technical solution, and the description manner of the specification is only for the sake of clarity, and those skilled in the art should consider the specification as a whole, and the technical solutions in each embodiment can also be properly combined to form other embodiments that those skilled in the art can understand.

Claims

1. An intelligent laser shooting and aiming accuracy analysis system, characterized by: It includes: A shooting module (1), comprising a firing unit and a trigger device, for emitting laser light in response to a trigger action to simulate shooting, wherein the firing unit comprises at least two laser emitters of different wavelengths and a laser control circuit, and the system can automatically switch according to a training mode or ambient light sensor feedback; A sensor module (2) is connected to the shooting module (1) by signal, the sensor module (2) comprising a multispectral sensor array and a signal processing circuit, the multispectral sensor array being used to capture a spot image and a hit coordinate of a laser signal on a target surface and generate an analog signal, and the signal processing circuit being used to pre-process the analog signal; A data processing and analysis module (3) is connected to the sensor module (2) and receives the pre-processed signal, performs real-time calculation and analysis on the aiming trajectory during the shooting process based on a built-in ballistic model algorithm, and generates multi-dimensional shooting accuracy analysis data; A communication module (4), connected to the data processing and analysis module (3), for outputting shooting accuracy analysis data to an external device; A power supply module (5) supplies power to the shooting module (1), the sensor module (2), the data processing and analysis module (3), and the communication module (4); The system can automatically switch the wavelength of the laser emitter according to the training mode or ambient light sensor feedback, and through the synergistic effect of the multi-spectral sensor array and the data processing and analysis module (3), it can simultaneously realize the quantitative evaluation of hit judgment and aiming accuracy in a single training.

2. The intelligent laser shooting and aiming accuracy analysis system according to claim 1, characterized in that: The laser emitter emits red laser with a wavelength of 635-650 nanometers or infrared laser with a wavelength of 800-980 nanometers.

3. The intelligent laser shooting and aiming accuracy analysis system according to claim 1, characterized in that: The data processing and analysis module (3) is internally integrated with a digital-to-analog converter and a microprocessor. The digital-to-analog converter is used to convert the input analog signal into a digital signal. The microprocessor is combined with a ballistic model algorithm to generate individual shooting accuracy analysis data.

4. The intelligent laser shooting and aiming accuracy analysis system according to claim 3, characterized in that: The shooting accuracy analysis data includes the number of shots, hit rate, shooting time, aiming trajectory stability index, firing jitter error value and impact point dispersion accuracy value.

5. The intelligent laser shooting and aiming accuracy analysis system according to claim 1, characterized in that: The communication module (4) comprises a wireless output unit, a wired output interface and a data encryption unit; the wireless output unit is Bluetooth transmission or WIFI transmission, the wired output interface is a USB interface or a TYPE-C interface, and the data encryption unit contains a dynamic encryption algorithm for encrypting, storing and transmitting shooting accuracy analysis data of individual tactical training.

6. The intelligent laser shooting and aiming accuracy analysis system according to claim 1, characterized in that: The communication module (4) further comprises a data cache device, which comprises a cache chip, a non-volatile storage unit and a cache management circuit, and is used for temporarily storing data when the network is interrupted and retransmitting the data in sequence after the network is restored.

7. The intelligent laser shooting and aiming accuracy analysis system according to claim 1, characterized in that: The power supply module (5) comprises a mobile power supply, a fixed power supply and a power management circuit. The power management circuit further comprises a power consumption monitoring unit for real-time monitoring of the power consumption of each module and for dynamic adjustment.

8. The intelligent laser shooting and aiming accuracy analysis system according to claim 1, characterized in that: The external device includes a display screen and a PC, which are used to display the shooting accuracy analysis data in real time and trigger different sound and light effects when the target is hit, missed, or the training results meet the standards.

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