Portable multifunctional AI-enabled electronic countermeasure system

Abstract

The utility model provides a portable multifunctional AI empowers electronic countermeasure system relates to electronic countermeasure technical field, including host computer casing, the bottom of host computer casing is installed with tripod, and the surface of host computer casing is installed with a plurality of broadband antennas and a reference omnidirectional antenna, be provided with a plurality of transceiving front end components, a receiving front end component and signal processing unit in host computer casing, wherein a plurality of transceiving front end components and a plurality of broadband antennas are corresponding electric connection, reference omnidirectional antenna and receiving front end component electric connection, and a plurality of transceiving front end components and receiving front end component all are electric connection with signal processing unit, signal processing unit is used to adopt AI algorithm model to process radio frequency signal that a plurality of transceiving front end components and receiving front end component output, generates corresponding interference signal, and the interference signal is sent to broadband antenna through a plurality of transceiving front end components again, it is used to solve the problem that traditional interference ability is weak, and slow deployment.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of electronic countermeasures, in particular to a portable multifunctional AI-enabled electronic countermeasure system. BACKGROUND

[0002] Currently, commercial and consumer drones are increasingly used in various complex application scenarios. Such drones have the characteristics of low cost and easy operation, but in actual application, they show significant effects and potential interference risks. The introduction of FPV (first-person view) drones further amplifies this threat, as their high mobility, flexible flight paths, and real-time manual loop control mode make them highly adaptable aerial platforms in certain special application environments.

[0003] The widespread use and demonstrated technical potential of the above-mentioned drones have prompted increased investment in small and micro drone systems by various parties, as well as in-depth thinking about effective monitoring and control technologies for such drones.

[0004] In addition to physical interception methods, the main non-physical denial means include electronic countermeasure technology, which is an important soft-killing method. Traditional large and medium-sized electronic countermeasure systems are usually designed for large radars and other large radiation sources, mainly serving macro-strategic and campaign-level tasks. Consumer drones, on the other hand, are low-altitude, slow, and small targets with limited flight distances and variable behavior patterns. Therefore, traditional electronic countermeasure systems not only have technical mismatches when dealing with such targets, but also lack effectiveness in terms of economy and applicability. In addition, large electronic countermeasure systems are bulky and easily deployed, making it difficult to achieve rapid and concealed deployment and agile response, and unable to meet the high-efficiency disposal needs of sudden low, slow, and small drone targets.

[0005] Chinese patent CN118962596A discloses a communication and radar integrated intelligent reconnaissance digital signal processing module that integrates AI technology into the reconnaissance field to enhance the intelligent capability of signal reconnaissance. However, this module lacks in scalability and frequency coverage, and only has reconnaissance but no interference function, with limited use environment.

[0006] Therefore, we propose an electronic countermeasure system that can accelerate deployment speed and effectively interfere with drones. SUMMARY

[0007] The present application aims to provide a portable multifunctional AI-enabled electronic countermeasure system to solve the problems of weak traditional interference capability and slow deployment speed.

[0008] The present application is achieved by the following technical solutions:

[0009] A portable multifunctional AI-enabled electronic countermeasure system, comprising a host shell, a tripod is installed at the bottom of the host shell, and a plurality of wideband antennas and a reference omnidirectional antenna are installed on the surface of the host shell;

[0010] A plurality of transceiving front-end assemblies, a receiving front-end assembly and a signal processing unit are arranged in the host shell, wherein the plurality of transceiving front-end assemblies and the plurality of wideband antennas are electrically connected one by one, the reference omnidirectional antenna and the receiving front-end assembly are electrically connected, and the plurality of transceiving front-end assemblies and the receiving front-end assembly are electrically connected with the signal processing unit;

[0011] The signal processing unit is used to process the radio frequency signals output by the plurality of transceiving front-end assemblies and the receiving front-end assembly by using an AI algorithm model to generate corresponding interference signals, and the interference signals are sent to the wideband antennas through the plurality of transceiving front-end assemblies.

[0012] Further, the number of wideband antennas and transceiving front-end assemblies is 5, and the 5 wideband antennas are uniformly installed around the side surface of the host shell, and the reference omnidirectional antenna is installed on the top of the host shell.

[0013] Further, the transceiving front-end assembly comprises a first front-end switch network, a receiving front-end channel, a power amplifier and a self-checking source, the signal transceiving end of the first front-end switch network is electrically connected with the corresponding wideband antenna, the output end of the first front-end switch network is electrically connected with the receiving front-end channel, the output end of the receiving front-end channel is electrically connected with the signal processing unit, the receiving end of the power amplifier is electrically connected with the signal processing unit, the output end of the power amplifier is electrically connected with the first input end of the first front-end switch network, and the second input end of the first front-end switch network is electrically connected with the self-checking source.

[0014] Further, the first front-end switch network comprises two single-pole double-throw switches, the signal transceiving end of the first single-pole double-throw switch is electrically connected with the corresponding wideband antenna, the input end of the first single-pole double-throw switch is electrically connected with the output end of the power amplifier, and the output end of the first single-pole double-throw switch is electrically connected with the second single-pole double-throw switch.

[0015] The input end of the second single-pole double-throw switch is electrically connected with the self-checking source, and the output end of the second single-pole double-throw switch is electrically connected with the receiving front-end channel.

[0016] Further, the power amplifier comprises an amplification unit and a feedback unit, wherein the amplification unit comprises a first amplifier, a filter, a second amplifier, a first digital control attenuator, a third amplifier and a first coupler connected in series, wherein the input end of the first amplifier is electrically connected with the signal processing unit, and the first output end of the first coupler is electrically connected with the first input end of the first front-end switch network.

[0017] The feedback unit comprises a detector and a collection control power supply circuit connected in series; wherein the input end of the detector is electrically connected with the second output end of the first coupler, and the output end of the collection control power supply circuit is electrically connected with the signal processing unit.

[0018] Further, the receiving front-end assembly comprises a single-pole double-throw switch, a receiving front-end channel and a self-checking source, wherein the first input end of the single-pole double-throw switch is electrically connected with the reference omnidirectional antenna, the second input end of the single-pole double-throw switch is electrically connected with the self-checking source, and the output end of the single-pole double-throw switch is electrically connected with the receiving front-end channel.

[0019] Further, the receiving front-end channel comprises a second coupler, a Bypass circuit, a second digital control attenuator, a switch filter group and a fourth amplifier connected in series, wherein the input end of the second coupler is electrically connected with the output end of the corresponding single-pole double-throw switch, and the output end of the fourth amplifier is electrically connected with the signal processing unit.

[0020] Further, the signal processing unit comprises a backplane, and a signal conditioning board card, a signal processing board card, a DRFM board card, a synchronous clock board card, an industrial computer and a power module electrically connected with the backplane.

[0021] The synchronous clock board card is used to generate accurate and stable clock reference signals, and send them to other board cards and the plurality of transceiving front-end assemblies respectively.

[0022] The signal conditioning board card is used to receive radio frequency signals output by the plurality of transceiving front-end assemblies and the receiving front-end assembly, and convert them into intermediate frequency signals or pass-through radio frequency signals after amplification, filtering and frequency conversion.

[0023] The DRFM board card is used to perform high-speed digitization collection and storage on intermediate frequency or radio frequency signals from the signal conditioning board card, and generate interference digital signals according to interference instructions output by the industrial computer, wherein the interference digital signals are converted by a DAC module and output to the plurality of transceiving front-end assemblies.

[0024] The signal processing board card receives digitized signal data from the DRFM board card through the backplane, and performs real-time direction finding signal processing and interference waveform generation, and transmits the direction finding signal and the interference waveform to the outside.

[0025] The industrial computer is used to receive the direction finding signal and the interference waveform from the signal processing board card, and the digitized signal data from the DRFM board card, and generate interference instructions by using an AI algorithm model.

[0026] The power module provides power for each board card through the backplane.

[0027] Further, the AI algorithm model comprises a perception layer, a decision layer and an execution layer, wherein the perception layer performs short-time Fourier transform on the digital signal data sent by the DRFM board, generates a time-frequency spectrogram, and uses a convolutional neural network to process the time-frequency spectrogram to obtain structured state information of the direction finding signal;

[0028] The decision layer can generate various types of jamming signals according to the interference waveform.

[0029] The execution layer can match the structured state information of the direction finding signal and the various jamming signals to obtain the optimal jamming signal.

[0030] Further, the DRFM board comprises an RFSOC chip, a DAC module, a DDR4 storage and an FLSH storage, wherein the RFSOC chip is used for high-speed digitization acquisition of intermediate frequency or radio frequency signals from a signal conditioning board, and reconstruction and generation of jamming digital signals according to interference instructions output by an industrial computer.

[0031] The jamming digital signals are converted by the DAC module and output to a plurality of transceiver front-end components.

[0032] The DDR4 storage and the FLSH storage are used for storing digital signal data.

[0033] The technical scheme of the present application has at least the following advantages and beneficial effects:

[0034] The present application discloses a portable multifunctional AI-enabled electronic countermeasure system, which can improve the deployment speed of the system by setting a tripod, and can also improve the portability of the system by integrating multiple wideband antennas and a reference omnidirectional antenna on the main machine shell.

[0035] In addition, by using an AI algorithm model to process radio frequency signals, the purpose of AI-enabled acceleration is achieved, thereby improving the jamming capability of the electronic countermeasure system to target unmanned aerial vehicles. BRIEF DESCRIPTION OF DRAWINGS

[0036] Figure 1 is a structural schematic view of the present application;

[0037] Figure 2 is a structural schematic view of the signal processing unit of the present application;

[0038] Figure 3 is a structural schematic view of the transceiver front-end component of the present application;

[0039] Figure 4 is a structural schematic view of the receiving front-end component of the present application;

[0040] Figure 5 is a structural schematic view of the DRFM board of the present application;

[0041] Figure 6 The signal conditioning board card structure schematic diagram of the present application;

[0042] Figure 7 The synchronous clock board card structure schematic diagram of the present application;

[0043] Figure 8 The signal processing board card structure schematic diagram of the present application.

[0044] The reference numerals: 1, main machine shell; 2, tripod; 3, wideband antenna; 4, reference omnidirectional antenna. DETAILED DESCRIPTION

[0045] In order to make the purpose, technical scheme and advantages of the embodiments of the present application clearer, the technical scheme in the embodiments of the present application will be described clearly and completely below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all. The components of the embodiments of the present application described and shown in the drawings can be arranged and designed in various different configurations.

[0046] Embodiment 1

[0047] As Figures 1-2 shown in a kind of portable multifunctional AI-enabled electronic countermeasure system, including main machine shell 1, the bottom of main machine shell 1 is equipped with tripod 2, the surface of main machine shell 1 is equipped with multiple wideband antennas 3 and a reference omnidirectional antenna 4;

[0048] The deployment speed of the system can be improved by the setting of tripod 2, and multiple wideband antennas 3 and a reference omnidirectional antenna 4 are integrated on the main machine shell, which can also improve the portability of the system. In addition, the number of the wideband antenna 3 and the transceiver front-end component is 5, and the five wideband antennas 3 are evenly installed around the side of the main machine shell 1, and the reference omnidirectional antenna 4 is installed on the top of the main machine shell 1. The wideband antenna 3 is used to receive electromagnetic wave signals from a specific direction, and since the wideband antenna 3 is arrayed, the time (phase) of the same signal reaching each antenna unit will have a slight difference. The wideband antenna 3 can also radiate interference signals generated by the system to a specific direction. The reference omnidirectional antenna 4 provides a stable and unified phase reference point for the entire direction finding system.

[0049] A plurality of transceiver front-end components, a receiving front-end component and a signal processing unit are arranged in the main machine shell 1, wherein the plurality of transceiver front-end components and the plurality of wideband antennas 3 are electrically connected one by one, the reference omnidirectional antenna 4 is electrically connected with the receiving front-end component, and the plurality of transceiver front-end components and the receiving front-end component are electrically connected with the signal processing unit.

[0050] The signal processing unit is used to process the radio frequency signals output by multiple transceiver front-end components and receiving front-end components using an AI algorithm model to generate corresponding interference signals. These interference signals are then sent to the broadband antenna 3 through multiple transceiver front-end components, achieving the purpose of AI-enabled acceleration and thereby improving the interference capability of this electronic countermeasures system against target drones.

[0051] in addition, Figure 1 The dimensional parameters are in millimeters.

[0052] Example 2

[0053] As one example, such as Figures 3-4 As shown, the transceiver front-end assembly includes a first front-end switching network, a receiving front-end channel, a power amplifier, and a self-test source. The signal transceiver end of the first front-end switching network is electrically connected to the corresponding broadband antenna 3. The output end of the first front-end switching network is electrically connected to the receiving front-end channel. The output end of the receiving front-end channel is electrically connected to the signal processing unit. The receiving end of the power amplifier is electrically connected to the signal processing unit. The output end of the power amplifier is electrically connected to the first input end of the first front-end switching network. The second input end of the first front-end switching network is electrically connected to the self-test source.

[0054] The first front-end switching network controls the signal flow, switching between three operating modes: receive, transmit, and self-test. The receiving front-end channel amplifies, filters, and adjusts the amplitude of the weak radio frequency signal received by the antenna and safely sends it to the back-end. The power amplifier amplifies the weak interference signal generated by the signal processing unit to sufficient power to effectively radiate the interference target. The self-test source generates a known, standard calibration signal to verify whether the entire receiving channel from the antenna to the back-end is working properly. Through the close cooperation of these four components, the transmit / receive switching and self-diagnostic functions of the transceiver front-end components are realized.

[0055] Specifically, the first front-end switch network includes two single-pole double-throw switches. The signal transceiver terminal of the first single-pole double-throw switch is electrically connected to the corresponding broadband antenna 3. The input terminal of the first single-pole double-throw switch is electrically connected to the output terminal of the power amplifier. The output terminal of the first single-pole double-throw switch is electrically connected to the second single-pole double-throw switch.

[0056] The input terminal of the second single-pole double-throw switch is electrically connected to the self-test source, and the output terminal of the second single-pole double-throw switch is electrically connected to the receiving front-end channel;

[0057] The first single-pole double-throw switch is responsible for switching between transmit and receive signals, and the second single-pole double-throw switch is responsible for switching the channel self-test signal.

[0058] In addition, the power amplifier comprises an amplification unit and a feedback unit, wherein the amplification unit comprises a first amplifier, a filter, a second amplifier, a first digital control attenuator, a third amplifier and a first coupler connected in series, an input end of the first amplifier is electrically connected with the signal processing unit, and a first output end of the first coupler is electrically connected with a first input end of the first front-end switch network; the connection of the remaining devices is that an output end of the first amplifier is electrically connected with the filter, an output end of the filter is electrically connected with the second amplifier, an output end of the second amplifier is electrically connected with the first digital control attenuator, an output end of the first digital control attenuator is electrically connected with the third amplifier, and an output end of the third amplifier is electrically connected with the first coupler.

[0059] It should be noted that the power amplifier as a whole receives the interference signal output by the signal processing unit, and the interference signal will be subsequently transmitted through the wideband antenna 3. In addition, the filter is used to make the interference signal purer, the first digital control attenuator is responsible for amplitude conditioning, the first coupler is responsible for signal coupling, and each stage of amplifier is responsible for amplifying the interference signal in stages to ensure the stability of the amplification process of the interference signal.

[0060] The feedback unit comprises a detector and an acquisition control power supply circuit connected in series; an input end of the detector is electrically connected with a second output end of the first coupler, and an output end of the acquisition control power supply circuit is electrically connected with the signal processing unit.

[0061] The detector is responsible for converting the coupled-out radio frequency signal into an analog signal, and the acquisition control circuit is mainly responsible for functions such as detection of the detected signal, standing wave protection, output power detection, power supply conversion and external communication.

[0062] According to needs, the receiving front-end assembly comprises a single-pole double-throw switch, a receiving front-end channel and a self-checking source, a first input end of the single-pole double-throw switch is electrically connected with the reference omnidirectional antenna 4, a second input end of the single-pole double-throw switch is electrically connected with the self-checking source, and an output end of the single-pole double-throw switch is electrically connected with the receiving front-end channel. The single-pole double-throw switch is responsible for switching of the channel self-checking signal, has the same function as the second single-pole double-throw switch of the transceiving front-end assembly, and the functions of the receiving front-end channel and the self-checking source are also the same as those of the corresponding devices in the transceiving front-end assembly.

[0063] In addition, the receiving front-end channel comprises a second coupler, a Bypass circuit, a second digital control attenuator, a switch filter group and a fourth amplifier connected in series, an input end of the second coupler is electrically connected with an output end of the corresponding single-pole double-throw switch, and an output end of the fourth amplifier is electrically connected with the signal processing unit; the connection of the remaining devices is that an output end of the second coupler is electrically connected with the Bypass circuit, an output end of the Bypass circuit is electrically connected with the second digital control attenuator, an output end of the second digital control attenuator is electrically connected with the switch filter group, and an output end of the switch filter group is electrically connected with the fourth amplifier.

[0064] In addition, the second coupler is responsible for protecting the input large signal, the bypass circuit is responsible for switching the working mode. When the bypass circuit is in the amplification mode, it is in low noise mode, and when the bypass circuit is in the attenuation mode, it is in low distortion mode. The digitally controlled attenuator and amplifier are responsible for signal amplitude adjustment; the switching filter group is responsible for signal harmonic suppression.

[0065] Example 3

[0066] As one example, such as Figures 5-8 As shown, the signal processing unit includes a backplane, and signal conditioning boards, signal processing boards, DRFM boards, synchronization clock boards, industrial computers, and power modules that are electrically connected to the backplane.

[0067] In addition, signal conditioning boards, signal processing boards, DRFM boards, synchronous clock boards, industrial control computers and power modules are all plugged into the backplane. The backplane provides a relay path for power supply and control signals for each board. The introduction of the backplane can achieve a high degree of decoupling of the internal boards, enabling each board to support modular and pluggable designs, making the later maintenance and repair of the product more efficient.

[0068] The synchronization clock board is used to generate accurate and stable clock reference signals, which are then sent to other boards and multiple transceiver front-end components; such as Figure 7 As shown, the synchronous clock board mainly includes a synchronous crystal oscillator circuit and a power divider network. The synchronous crystal oscillator circuit realizes external reference synchronization, while the power divider network divides the synchronous crystal oscillator circuit into 8 channels to provide reference signals for the transceiver front-end components, receiver front-end components, DRFM board, signal conditioning board, and signal processing board.

[0069] The signal conditioning board is used to receive multiple transceiver front-end components and the radio frequency signals output by the receiving front-end components, and to amplify, filter, and frequency-convert them into intermediate frequency signals or direct-through radio frequency signals; such as Figure 6 As shown, the signal conditioning board mainly consists of 6 receiving channels and 1 local oscillator circuit. After the external signal enters the signal conditioning board, it is divided into two paths according to the input frequency. Signals from 0.3 to 2.3 GHz enter the direct path, where they are filtered and amplitude conditioned before entering the DRFM board for acquisition and processing. Signals from 2 to 6 GHz enter the frequency conversion path, undergo two stages of downconversion to generate an intermediate frequency signal of 1.8 GHz, which is then filtered and amplitude conditioned before entering the DRFM board for acquisition and processing. The local oscillator circuit is responsible for generating the local oscillator signal.

[0070] The DRFM board card respectively carries out high-speed digitization collection and storage to the intermediate frequency or radio frequency signal from the signal conditioning board card, and reconstructs and generates an interference digital signal according to an interference instruction output by the industrial computer, the interference digital signal is converted by a DAC module and output to a plurality of transceiver front-end components; and as shown in Figure 5 The DRFM board card is mainly composed of an RFSOC chip, matched with DDR4 storage, FLSH storage and rich peripheral interfaces, which can support GPIO, PCIE, gigabit Ethernet / optical interface and the like communication; the RFSOC chip is a system-on-chip, which integrates a high-speed analog-to-digital conversion unit, a digital-to-analog conversion unit, a programmable logic unit, a digital signal processing unit, a storage unit, a power supply unit and the like on a single chip, and can support direct collection, processing and signal reconstruction generation of not less than 2GHz radio frequency signal;

[0071] The signal processing board card receives digitized signal data from the DRFM board card through the backboard, and carries out real-time direction finding signal processing and interference waveform generation, and carries out external data transmission of the direction finding signal and the interference waveform; as shown in Figure 8 The signal processing board card is mainly composed of an FPGA circuit, which has high performance and can complete direction finding signal processing, interference signal reconstruction, external data transmission and the like functions;

[0072] The industrial computer is used for receiving the direction finding signal and the interference waveform from the signal processing board card, and the digitized signal data from the DRFM board card, and generating an interference instruction by using an AI algorithm model;

[0073] The power module provides power for each board card through the backboard.

[0074] In addition, the AI algorithm model includes a perception layer, a decision layer and an execution layer, wherein the perception layer carries out short-time Fourier transform on the digitized signal data sent by the DRFM board card, generates a time-frequency spectrum, and uses a convolutional neural network to process the time-frequency spectrum to obtain structured state information of the direction finding signal; that is, the perception layer mainly judges the threat level of the target unmanned aerial vehicle according to the real-time received digitized information data;

[0075] The decision layer can generate a plurality of types of interference signals according to the interference waveform; first, a database containing a plurality of interference strategies is designed in the decision layer, and then the decision layer converts the interference waveform generated by the signal processing board card into an interference signal of the corresponding interference strategy;

[0076] The execution layer can match the structured state information of the direction finding signal and the plurality of interference signals to obtain the optimal interference signal; the execution layer is used for determining which interference signal can have the best interference effect on which type of target unmanned aerial vehicle, so as to obtain the optimal interference signal.

[0077] According to the need, the DRFM board card comprises an RFSOC chip, a DAC module, a DDR4 storage and a FLSH storage, wherein the RFSOC chip is used for high-speed digitization acquisition of intermediate frequency or radio frequency signals from a signal conditioning board card, and reconstruction and generation of interference digital signals according to interference instructions output by an industrial computer;

[0078] The interference digital signals are converted by the DAC module and output to a plurality of transceiver front-end components.

[0079] The DDR4 storage and the FLSH storage are used for storing digitized signal data.

[0080] The above merely illustrates the preferred embodiments of the present application, and is not used to limit the present application. For those skilled in the art, the present application can have various modifications and changes. Any modification, equivalent replacement, improvement, etc. within the spirit and principle of the present application shall be included in the protection scope of the present application.

Claims

1. A portable multifunctional AI-enabled electronic countermeasure system, characterized in that, The main shell (1) is provided with a tripod (2) at the bottom, and a plurality of wideband antennas (3) and a reference omnidirectional antenna (4) are mounted on the surface of the main shell (1); A plurality of transceiver front-end assemblies, a receiving front-end assembly and a signal processing unit are arranged in the main shell (1), wherein the plurality of transceiver front-end assemblies and the plurality of wideband antennas (3) are electrically connected one by one, the reference omnidirectional antenna (4) is electrically connected with the receiving front-end assembly, and the plurality of transceiver front-end assemblies and the receiving front-end assembly are electrically connected with the signal processing unit; The transceiver front-end assembly comprises a first front-end switch network, a receiving front-end channel, a power amplifier and a self-checking source, the signal transceiving end of the first front-end switch network is electrically connected with the corresponding wideband antenna (3), the output end of the first front-end switch network is electrically connected with the receiving front-end channel, the output end of the receiving front-end channel is electrically connected with the signal processing unit, the receiving end of the power amplifier is electrically connected with the signal processing unit, the output end of the power amplifier is electrically connected with the first input end of the first front-end switch network, and the second input end of the first front-end switch network is electrically connected with the self-checking source; The first front-end switch network comprises two single-pole double-throw switches, the signal transceiving end of the first single-pole double-throw switch is electrically connected with the corresponding wideband antenna (3), the input end of the first single-pole double-throw switch is electrically connected with the output end of the power amplifier, and the output end of the first single-pole double-throw switch is electrically connected with the second single-pole double-throw switch; The input end of the second single-pole double-throw switch is electrically connected with the self-checking source, and the output end of the second single-pole double-throw switch is electrically connected with the receiving front-end channel; The signal processing unit is used for processing the radio frequency signals output by the plurality of transceiver front-end assemblies and the receiving front-end assembly by using an AI algorithm model to generate corresponding interference signals, and the interference signals are sent to the wideband antennas (3) through the plurality of transceiver front-end assemblies; The signal processing unit comprises a backboard, a signal conditioning board card, a signal processing board card, a DRFM board card, a synchronous clock board card, an industrial computer and a power module which are electrically connected with the backboard; The synchronous clock board card is used for generating accurate and stable clock reference signals and sending them to other board cards and the plurality of transceiver front-end assemblies; The signal conditioning board card is used for receiving the radio frequency signals output by the plurality of transceiver front-end assemblies and the receiving front-end assembly, amplifying, filtering and frequency converting the radio frequency signals to convert them into intermediate frequency signals, or directly transmitting the radio frequency signals; The DRFM board card is used for high-speed digitizing and storing the intermediate frequency or radio frequency signals from the signal conditioning board card, and reconstructing and generating interference digital signals according to the interference instructions output by the industrial computer, and the interference digital signals are converted by a DAC module and output to the plurality of transceiver front-end assemblies; The signal processing board card receives the digitized signal data from the DRFM board card through the backboard, and performs real-time direction finding signal processing and interference waveform generation, and transmits the direction finding signal and the interference waveform to the outside; The industrial computer is used for receiving the direction finding signal and the interference waveform from the signal processing board card and the digitized signal data from the DRFM board card, and generating interference instructions by using an AI algorithm model. The power module provides power for each board through a backplane.

2. The portable multi-functional Al-enabled electronic countermeasure system of claim 1, wherein: The number of the broadband antennas (3) and the transceiver front-end components is five, and the five broadband antennas (3) are evenly installed on the side of the main machine shell (1), and the reference omnidirectional antenna (4) is installed on the top of the main machine shell (1).

3. The portable multi-functional Al-enabled electronic countermeasure system of claim 1, wherein: The power amplifier comprises an amplification unit and a feedback unit, wherein the amplification unit comprises a first amplifier, a filter, a second amplifier, a first digital control attenuator, a third amplifier and a first coupler connected in series, and the input end of the first amplifier is electrically connected with the signal processing unit, and the first output end of the first coupler is electrically connected with the first input end of the first front-end switch network. The feedback unit comprises a detector and a collection control power supply circuit connected in series, and the input end of the detector is electrically connected with the second output end of the first coupler, and the output end of the collection control power supply circuit is electrically connected with the signal processing unit.

4. The portable multi-functional Al-enabled electronic countermeasure system of claim 1, wherein: The receiving front-end component comprises a single-pole double-throw switch, a receiving front-end channel and a self-checking source, wherein the first input end of the single-pole double-throw switch is electrically connected with the reference omnidirectional antenna (4), the second input end of the single-pole double-throw switch is electrically connected with the self-checking source, and the output end of the single-pole double-throw switch is electrically connected with the receiving front-end channel.

5. The portable multi-functional Al-enabled electronic countermeasure system of claim 4, wherein: The receiving front-end channel comprises a second coupler, a Bypass circuit, a second digital control attenuator, a switch filter group and a fourth amplifier connected in series, wherein the input end of the second coupler is electrically connected with the output end of the corresponding single-pole double-throw switch, and the output end of the fourth amplifier is electrically connected with the signal processing unit.

6. The portable multi-functional Al-enabled electronic countermeasure system of claim 1, wherein: The AI algorithm model comprises a perception layer, a decision layer and an execution layer, wherein the perception layer performs short-time Fourier transform on the digital signal data sent by the DRFM board card, generates a time-frequency spectrum, and uses a convolutional neural network to process the time-frequency spectrum to obtain structured state information of the direction finding signal; The decision layer can generate multiple types of jamming signals according to the interference waveform; The execution layer can match the structured state information of the direction finding signal and the multiple jamming signals to obtain the optimal jamming signal.

7. The portable multi-functional Al-enabled electronic countermeasure system of claim 1, wherein: The DRFM board card comprises an RFSOC chip, a DAC module, a DDR4 storage and an FLSH storage, wherein the RFSOC chip is used for high-speed digital acquisition of intermediate frequency or radio frequency signals from the signal conditioning board card, and reconstruction and generation of jamming digital signals according to the interference instructions output by the industrial computer; The interference digital signal is converted by the DAC module and output to the multiple transceiver front-end components; The DDR4 storage and the FLSH storage are used for storing digital signal data.

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