WO2020119726A1 - System and method for detecting photographing of unmanned aerial vehicle - Google Patents

System and method for detecting photographing of unmanned aerial vehicle Download PDF

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WO2020119726A1
WO2020119726A1 PCT/CN2019/124617 CN2019124617W WO2020119726A1 WO 2020119726 A1 WO2020119726 A1 WO 2020119726A1 CN 2019124617 W CN2019124617 W CN 2019124617W WO 2020119726 A1 WO2020119726 A1 WO 2020119726A1
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signal
uav
light source
module
image transmission
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PCT/CN2019/124617
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French (fr)
Chinese (zh)
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樊宽刚
杨杰
邓永芳
唐宏
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赣州德业电子科技有限公司
江西理工大学
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Publication of WO2020119726A1 publication Critical patent/WO2020119726A1/en

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    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G5/00Traffic control systems for aircraft, e.g. air-traffic control [ATC]
    • G08G5/0047Navigation or guidance aids for a single aircraft
    • G08G5/0069Navigation or guidance aids for a single aircraft specially adapted for an unmanned aircraft

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  • the invention relates to the technical field of anti-drones, in particular to a system and method for detecting drone shooting.
  • the present invention aims to provide a high-efficiency and low-cost method to judge whether the drone is shooting the target area by adding a flicker light source and analyzing the bit rate of the UAV image transmission signal under the flicker light source The detection system and method of UAV shooting.
  • the UAV image transmission signal bit rate is used to determine whether the UAV is shooting; the alarm is connected to the UAV signal processing module for communication, which is used to determine the UAV in the UAV signal processing module. An alarm is issued when the target area is photographed.
  • controllable flash module includes an array light source, a brightness detector, and a light source controller.
  • An array light source is provided around the target area.
  • the light source controller is in communication with the array light source and the UAV signal detection and identification module, respectively.
  • the UAV signal detection and recognition module recognizes the UAV image transmission signal and activates the array light source to control the array light source blinking pattern.
  • the brightness detector is used to detect the brightness of the target area before the array light source is turned on.
  • the array light source can be arranged on the surface of a house window, car, etc.
  • the light source of the array light source has the characteristics of adjustable brightness and fast lighting.
  • the light source controller can control the activation of the array light source, the number of light sources and the light source interval.
  • the UAV signal detection and recognition module further includes a signal storage, and the signal storage is in communication with the signal recognizer for storing the UAV image transmission signal after it is recognized.
  • the UAV signal processing module includes a signal bit counter and a signal bit rate comparator, the signal bit counter is used to calculate the light source of the controllable flash module transmitted from the UAV signal detection and identification module
  • the bit rate of the UAV image transmission signal after the light source of the controlled flash module is turned on and transmitted to the signal bit rate comparator; the signal bit rate comparator is used to compare the light source of the controllable flash module before and after the light source of the controllable flash module is turned on
  • the signal bit rate is used to judge whether the drone is shooting the target area.
  • the communication connection between the alarm and the signal bit rate comparator is used to issue an alarm when the drone is shooting the target area.
  • the working method of detecting drone shooting system includes the following steps:
  • the signal collector detects and collects the radio signals around the target area, and transmits the radio signals to the signal classifier for signal feature extraction and classification.
  • the signal recognizer uses the classified signal features and the existing unattended in the signal feature database. Compare the characteristics of the image transmission signal to identify whether the signal is a UAV image transmission signal;
  • the light source controller activates the array light source and causes the array light source to flash repeatedly according to the coding sequence
  • the signal collector collects the UAV image transmission signal around the target area when the array light source is turned on after the array light source is turned on, and transmits it to the signal bit counter to obtain the UAV image transmission after the array light source is turned on
  • the bit rate of the signal the signal bit rate comparator compares the bit rate of the UAV image transmission signal after the array light source is started and before the array light source is started in step S3. When the bit rate is higher than the bit rate of the UAV image transmission signal when the light source of the array light source is off, it can be judged that the drone is shooting the target area
  • step S3 the brightness detector starts to monitor the natural brightness around the target area when the array light source is not turned on, and the signal bit counter obtains the bit rate of the UAV image transmission signal under the natural brightness.
  • the present invention uses the principle of UAV video compression by compressing between frames and within frames, comparing the differences between images and within images, and adopts the method of array light source flashing.
  • UAV photographs the array light source flashing
  • the difference between the two-frame image and the same frame image will increase sharply, resulting in poor compression effect, increased video transmission data, and the UAV image transmission signal bit rate will increase accordingly.
  • the UAV signal processing module can determine whether the UAV is shooting by comparing the bit rate of the UAV image transmission signal before the array light source is started and after the array light source is started. You can judge whether the drone is shooting without cracking the encrypted signal of the UAV image transmission, which has the advantages of high efficiency and low cost.
  • FIG. 1 is a flowchart of the present invention
  • FIG. 3 is a working flowchart of the UAV signal detection and identification module
  • Figure 4 is a flowchart of analyzing the bit rate of UAV video transmission signals
  • Figure 5 is a flowchart of the optimal code matching algorithm for array light sources.
  • a detection drone shooting system as shown in FIG. 2, a detection drone shooting system includes a controllable flash module, a drone signal detection and identification module, a drone signal processing module and an alarm, unmanned
  • the machine signal detection and identification module is respectively connected to the controllable flash module and the UAV signal processing module to collect radio signals outside the target area and identify whether the UAV image transmission signal.
  • the signal is transmitted to the UAV signal processing module and the controllable flash module is activated; the controllable flash module is set around the target area.
  • the controllable flash module is used to detect the brightness around the target area and control the turning on of the flashing light source.
  • the signal processing module is used to compare the bit rate of the UAV image transmission signal before the controllable flash module is started and after the controllable flash module is started to determine whether the drone is shooting; the alarm is connected to the drone signal processing module , Used to issue an alarm when the UAV signal processing module determines that the UAV is shooting the target area.
  • controllable flash module includes an array light source, a brightness detector, and a light source controller.
  • An array light source is provided around the target area.
  • the light source controller is in communication with the array light source and the UAV signal detection and identification module, respectively.
  • the UAV signal detection and recognition module recognizes the UAV image transmission signal and activates the array light source to control the array light source blinking pattern.
  • the brightness detector is used to detect the brightness of the target area before the array light source is turned on.
  • the UAV signal detection and recognition module includes a signal collector, a signal classifier, a signal feature database, and a signal identifier.
  • the signal collector is used to collect radio signals around the target area and transmit them to the signal classifier and identify the signals.
  • the signal is transmitted to the UAV signal processing module;
  • the signal classifier is used to extract the signal characteristics of the radio signal and complete the feature classification and transmit it to the signal recognizer;
  • the signal feature database is used to store the current Some UAV image transmission signal characteristics;
  • the signal recognizer is used to compare the classified signal characteristics with the existing UAV image transmission signal characteristics of the signal characteristics database and identify whether the signal is a UAV image transmission signal. It is the UAV image transmission signal to start the controllable flash module.
  • the UAV signal detection and identification module further includes a signal storage, and the signal storage is in communication connection with the signal identification, and is used to store the UAV image transmission signal after the signal identification recognizes it.
  • the UAV signal processing module includes a signal bit counter and a signal bit rate comparator, the signal bit counter is used to calculate the light source of the controllable flash module transmitted from the UAV signal detection and identification module
  • the bit rate of the UAV image transmission signal after the light source of the controlled flash module is turned on and transmitted to the signal bit rate comparator; the signal bit rate comparator is used to compare the light source of the controllable flash module before and after the light source of the controllable flash module is turned on
  • the signal bit rate is used to judge whether the drone is shooting the target area.
  • the communication connection between the alarm and the signal bit rate comparator is used to issue an alarm when the drone is shooting the target area.
  • the signal collector is used to collect radio signals around the target area and transmit them to the signal classifier.
  • the signal classifier extracts and classifies the signal characteristics of the signal.
  • the signal recognizer uses the classified signal characteristics and The existing UAV image transmission signals in the signal characteristic database are compared to identify whether the radio signal is an UAV image transmission signal. If it is not the UAV image transmission signal, the signal collector continues to collect the radio signal. If it is the UAV image transmission signal, the signal storage stores the UAV image transmission signal, and the signal collector transmits the UAV image transmission signal Transfer to the signal bit counter, and then the array light source starts.
  • the signal collector transmits the UAV image transmission signal to the signal bit counter, obtains the bit rate of the UAV image transmission signal and transmits it to The signal bit rate comparator, and then the light source controller starts the array light source.
  • the signal collector continues to transmit the UAV image transmission signal around the target area to the signal bit counter, and the UAV image transmission signal is obtained when the array light source is activated
  • the signal bit rate is transmitted to the signal bit rate comparator.
  • the signal bit rate comparator compares the signal bit rate of the UAV image transmission signal before the array light source is activated and the signal bit rate of the UAV image transmission signal after the array light source is activated. If the former has a larger signal bit rate, the signal collector continues to collect radio signals in the target area; if the latter has a higher signal bit rate, it can be determined that the drone is shooting the target area, and the alarm starts to issue Siren.
  • the signal collector detects and collects the radio signals around the target area, and transmits the radio signals to the signal classifier for signal feature extraction and classification.
  • the signal recognizer uses the classified signal features and the existing unattended in the signal feature database. Compare the characteristics of the image transmission signal to identify whether the signal is a UAV image transmission signal;
  • the brightness detector starts to monitor the natural brightness around the target area when the array light source is not turned on, and the signal collector transmits the UAV image transmission signal to the signal bit counter, Obtain the signal bit rate at this time and transmit it to the signal bit rate comparator;
  • the light source controller activates the array light source and causes the array light source to flash repeatedly according to the coding sequence
  • the signal collector collects the UAV image transmission signal around the target area when the array light source is turned on after the array light source is turned on, and transmits it to the signal bit counter to obtain the UAV image transmission after the array light source is turned on
  • the bit rate of the signal the signal bit rate comparator compares the bit rate of the UAV image transmission signal after the array light source is started and before the array light source is started in step S3. When the bit rate is higher than the bit rate of the UAV image transmission signal when the light source of the array light source is off, it can be judged that the drone is shooting the target area
  • the coding sequence in the step S4 is determined by the light source controller controlling the number of light sources in the array light source, the light-on time and the light-off time of the light source.
  • step S3 the brightness detector is activated to monitor the natural brightness around the target area when the array light source is not turned on, and the signal bit counter obtains the bit rate of the UAV image transmission signal at this natural brightness .
  • the signal storage stores the UAV image transmission signal.
  • the light source controller continuously adjusts the light source coding sequence of the array light source, compares the increase rate V under different coding sequences, and selects the coding sequence that maximizes the U bit rate of the UAV image transmission signal bit rate under the natural brightness.
  • the best coding sequence The greater the value V of the UAV image transmission signal bit rate increase, the more it can be determined that the UAV is shooting a regional light source target. Further, the best coding matching algorithm can be used to obtain the best coding sequence under each natural brightness.

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Abstract

Disclosed is a system for detecting photographing of an unmanned aerial vehicle, the system comprising a controllable flash module, an unmanned aerial vehicle signal detection and recognition module and an unmanned aerial vehicle signal processing module, wherein the controllable flash module can start a flickering light source after monitoring the brightness of a target area. By means of unmanned aerial vehicle video compression, i.e. the principle of performing compression by means of inter-frame and intra-frame compression and comparing the differences between images and in the images, and by using a method where an array light source flickers, when an unmanned aerial vehicle photographs the flickering of the array light source, the differences between two frames of image and in the same frame of image increase rapidly, causing a bit rate of an image transmission signal of the unmanned aerial vehicle to increase; therefore, whether the unmanned aerial vehicle is performing photographing can be determined by comparing the magnitude of the bit rate of the image transmission signal of the unmanned aerial vehicle before a controllable flash module is started and the magnitude of the bit rate of the image transmission signal of the unmanned aerial vehicle after the controllable flash module is started. Whether an unmanned aerial vehicle is performing photographing can be determined without deciphering an encrypted image transmission signal of the unmanned aerial vehicle, thereby achieving the advantages of high efficiency and low costs.

Description

一种检测无人机拍摄的系统和方法System and method for detecting drone shooting 技术领域Technical field
本发明涉及反无人机技术领域,具体涉及一种检测无人机拍摄的系统和方法。The invention relates to the technical field of anti-drones, in particular to a system and method for detecting drone shooting.
背景技术Background technique
当前伴随着多旋翼无人机的快速发展,小型民用无人机已经越来越普及,无人机被广泛应用到工业、军事、民用等诸多领域。同时无人机的广泛应用也带来了安全与隐私方面的问题,无人机的“黑飞”事件在国内外频繁发生,严重危害个人隐私安全、公共场所安全、航空安全以及国家安全。为应对频发的无人机的“黑飞”事件对个体及公共安全造成的挑战,对特定空域内的无人机进行及时、有效的检测已迫在眉睫。At present, with the rapid development of multi-rotor drones, small civilian drones have become more and more popular, and drones are widely used in many fields such as industry, military, and civil. At the same time, the widespread application of drones has also brought security and privacy issues. The "black fly" incidents of drones have occurred frequently at home and abroad, seriously endangering personal privacy, public places, aviation safety and national security. In order to cope with the challenges posed by the frequent "black flying" of drones to individuals and public safety, timely and effective detection of drones in specific airspace is urgently needed.
通过雷达、无线电和图像处理等现有技术手段只能对无人机进行识别和定位,而无人机危害有利用摄像头进行拍摄,带来隐私泄露问题。由于无人机通信采用加密技术,现有技术手段无法直接从通信信号中得到无人机拍摄内容,就不能有效确定无人机正在对那些目标进行拍摄。Existing technical means such as radar, radio and image processing can only identify and locate the drone, and the danger of the drone is to use the camera to shoot, which brings privacy leakage. Since the UAV communication uses encryption technology, the existing technical means cannot directly obtain the UAV shooting content from the communication signal, and it cannot effectively determine which targets the UAV is shooting.
发明内容Summary of the invention
针对现有技术的不足,本发明旨在提供一种通过加入闪烁光源以 及分析在闪烁光源下无人机图传信号的比特率分析判断无人机有无对目标区域进行拍摄的、高效低成本的检测无人机拍摄系统和方法。In view of the shortcomings of the prior art, the present invention aims to provide a high-efficiency and low-cost method to judge whether the drone is shooting the target area by adding a flicker light source and analyzing the bit rate of the UAV image transmission signal under the flicker light source The detection system and method of UAV shooting.
为了实现上述目的,本发明采用如下技术方案:In order to achieve the above objectives, the present invention adopts the following technical solutions:
一种检测无人机拍摄系统,包括可控闪光模块、无人机信号检测识别模块、无人机信号处理模块和报警器,无人机信号检测识别模块分别与可控闪光模块和无人机信号处理模块通讯连接,用于采集目标区域外部的无线电信号并识别是否无人机图传信号,若识别为无人机图传信号将信号传送到无人机信号处理模块并启动可控闪光模块;目标区域的周围设置有可控闪光模块,可控闪光模块用于检测目标区域周围的亮度后控制闪烁的光源的开启,无人机信号处理模块用于比较可控闪光模块启动前和可控闪光模块启动后的无人机图传信号比特率的大小来判断无人机是否正在拍摄;报警器与无人机信号处理模块通讯连接,用于在无人机信号处理模块判断出无人机对目标区域进行拍摄时候发出警报。An unmanned aerial vehicle shooting system includes a controllable flash module, an unmanned aerial vehicle signal detection and identification module, an unmanned aerial vehicle signal processing module, and an alarm. Signal processing module communication connection, used to collect radio signals outside the target area and identify whether the UAV image transmission signal, if recognized as UAV image transmission signal, transmit the signal to the UAV signal processing module and start the controllable flash module ; A controllable flash module is set around the target area. The controllable flash module is used to control the turning on of the flashing light source after detecting the brightness around the target area. The UAV signal processing module is used to compare the controllable flash module before starting and controllable. After the flash module is activated, the UAV image transmission signal bit rate is used to determine whether the UAV is shooting; the alarm is connected to the UAV signal processing module for communication, which is used to determine the UAV in the UAV signal processing module. An alarm is issued when the target area is photographed.
进一步,所述可控闪光模块包括阵列光源、亮度检测器和光源控制器,目标区域的周围设置有阵列光源,光源控制器分别与阵列光源和无人机信号检测识别模块通讯连接,用于在无人机信号检测识别模块识别出无人机图传信号后启动阵列光源并控制阵列光源闪烁的规律,亮度检测器用于检测阵列光源开启前目标区域的亮度。Further, the controllable flash module includes an array light source, a brightness detector, and a light source controller. An array light source is provided around the target area. The light source controller is in communication with the array light source and the UAV signal detection and identification module, respectively. The UAV signal detection and recognition module recognizes the UAV image transmission signal and activates the array light source to control the array light source blinking pattern. The brightness detector is used to detect the brightness of the target area before the array light source is turned on.
特别地,阵列光源可布置在如房屋窗户、汽车表面,阵列光源的光源具有亮度可调,亮灭迅速的特点,光源控制器可控制阵列光源的启动、亮起光源的个数以及光源亮熄间隔。In particular, the array light source can be arranged on the surface of a house window, car, etc. The light source of the array light source has the characteristics of adjustable brightness and fast lighting. The light source controller can control the activation of the array light source, the number of light sources and the light source interval.
再进一步,所述无人机信号检测识别模块包括信号采集器、信号分类器、信号特征数据库和信号识别器,信号采集器用于采集目标区域周围的无线电信号并传送到信号分类器以及在信号识别器确定无人机图传信号时将该信号传送到无人机信号处理模块;信号分类器用于将提取无线电信号的信号特征以及完成特征分类并传送到信号识别器;信号特征数据库用于存储现有的无人机图传信号特征;信号识别器用于对分类后的信号特征和信号特征数据库的现有无人机图传信号特征对比并识别该信号是否为无人机图传信号,若识别是无人机图传信号则启动可控闪光模块。Still further, the UAV signal detection and recognition module includes a signal collector, a signal classifier, a signal feature database, and a signal identifier. The signal collector is used to collect radio signals around the target area and transmit them to the signal classifier and identify the signals. When the UAV determines the signal transmitted by the UAV, the signal is transmitted to the UAV signal processing module; the signal classifier is used to extract the signal characteristics of the radio signal and complete the feature classification and transmit it to the signal recognizer; the signal feature database is used to store the current Some UAV image transmission signal characteristics; the signal recognizer is used to compare the classified signal characteristics with the existing UAV image transmission signal characteristics of the signal characteristics database and identify whether the signal is a UAV image transmission signal. It is the UAV image transmission signal to start the controllable flash module.
更进一步,所述无人机信号检测识别模块还包括信号储存器,信号储存器与信号识别器通讯连接,用于在信号识别器识别出无人机图传信号后将其储存。Furthermore, the UAV signal detection and recognition module further includes a signal storage, and the signal storage is in communication with the signal recognizer for storing the UAV image transmission signal after it is recognized.
进一步,所述无人机信号处理模块包括信号比特计数器和信号比特率对比器,信号比特计数器用于计算从无人机信号检测识别模块处传送来的、可控闪光模块的光源开启前和可控闪光模块的光源开启后的无人机图传信号的比特率并传送到信号比特率对比器;信号比特率对比器用于比较可控闪光模块的光源开启前和可控闪光模块的光源开启后的信号比特率大小判断无人机是否对目标区域进行拍摄,报警器与信号比特率对比器通讯连接用于当无人机对目标区域进行拍摄时发出警报。Further, the UAV signal processing module includes a signal bit counter and a signal bit rate comparator, the signal bit counter is used to calculate the light source of the controllable flash module transmitted from the UAV signal detection and identification module The bit rate of the UAV image transmission signal after the light source of the controlled flash module is turned on and transmitted to the signal bit rate comparator; the signal bit rate comparator is used to compare the light source of the controllable flash module before and after the light source of the controllable flash module is turned on The signal bit rate is used to judge whether the drone is shooting the target area. The communication connection between the alarm and the signal bit rate comparator is used to issue an alarm when the drone is shooting the target area.
检测无人机拍摄系统的工作方法,包括以下步骤:The working method of detecting drone shooting system includes the following steps:
S1 将可控闪光模块放置在目标区域的四周,开启无人机信号检 测识别模块和无人机信号处理模块;S1 Place the controllable flash module around the target area, and turn on the UAV signal detection and identification module and the UAV signal processing module;
S2 信号采集器检测并采集目标区域周围的无线电信号,将无线电信号传送到信号分类器进行信号的特征提取和分类,信号识别器通过将分类后的信号特征与信号特征数据库中现有的无人机图传信号特征进行对比,从而识别出该信号是否为无人机图传信号;S2 The signal collector detects and collects the radio signals around the target area, and transmits the radio signals to the signal classifier for signal feature extraction and classification. The signal recognizer uses the classified signal features and the existing unattended in the signal feature database. Compare the characteristics of the image transmission signal to identify whether the signal is a UAV image transmission signal;
S3 若信号识别器识别出是无人机图传信号后,亮度检测器启动监测在阵列光源未开启时目标区域周围的自然亮度,信号采集器将无人机图传信号传送到信号比特计数器,得出此时的信号比特率后传送到信号比特率对比器;S3 If the signal recognizer recognizes the UAV image transmission signal, the brightness detector starts to monitor the natural brightness around the target area when the array light source is not turned on, and the signal collector transmits the UAV image transmission signal to the signal bit counter, Obtain the signal bit rate at this time and transmit it to the signal bit rate comparator;
S4 光源控制器启动阵列光源,并使阵列光源按照编码序列重复闪烁;S4 The light source controller activates the array light source and causes the array light source to flash repeatedly according to the coding sequence;
S5 信号采集器采集在阵列光源启动后,阵列光源的光源点亮时的目标区域周围的无人机图传信号,并将其传送到信号比特计数器,得出阵列光源启动后无人机图传信号的比特率,信号比特率对比器通过对比阵列光源启动后和步骤S3中阵列光源启动前无人机图传信号的比特率,若当阵列光源的光源点亮时无人机图传信号的比特率比阵列光源的光源熄灭时无人机图传信号的比特率大,即可判断出无人机正在对目标区域进行拍摄;S5 The signal collector collects the UAV image transmission signal around the target area when the array light source is turned on after the array light source is turned on, and transmits it to the signal bit counter to obtain the UAV image transmission after the array light source is turned on The bit rate of the signal, the signal bit rate comparator compares the bit rate of the UAV image transmission signal after the array light source is started and before the array light source is started in step S3. When the bit rate is higher than the bit rate of the UAV image transmission signal when the light source of the array light source is off, it can be judged that the drone is shooting the target area
S6 当信号比特率对比器判断出有无人机正在对目标区域进行拍摄,报警器启动发出警报。S6 When the signal bit rate comparator determines that a drone is shooting the target area, the alarm starts to issue an alarm.
需要补充说明的是,所述步骤S4中的编码序列是通过光源控制器控制阵列光源中光源的开启数量、光源的亮起时间和熄灭时间来确 定的。It should be added that the coding sequence in step S4 is determined by the light source controller controlling the number of light sources in the array light source, the light source on time and the light off time.
需要进一步补充说明的是,所述步骤S3中,亮度检测器启动监测在阵列光源未开启时目标区域周围的自然亮度,信号比特计数器得出在该自然亮度下无人机图传信号比特率。It should be further added that in step S3, the brightness detector starts to monitor the natural brightness around the target area when the array light source is not turned on, and the signal bit counter obtains the bit rate of the UAV image transmission signal under the natural brightness.
需要再进一步说明的是,所述步骤S3中,若信号识别器检测出是无人机图传信号后,信号储存器储存该无人机图传信号。It needs to be further explained that, in the step S3, if the signal recognizer detects the UAV image transmission signal, the signal storage stores the UAV image transmission signal.
本发明的有益技术效果:The beneficial technical effects of the present invention:
1、本发明利用无人机视频压缩是通过帧间和帧内压缩,比较图像间和图像内的差异进行压缩的原理,采用阵列光源闪烁的方法,当无人机拍摄到阵列光源闪烁时,两帧图像以及同帧图像的差异会急剧增多,造成压缩效果差,视频传输数据增大,无人机图传信号比特率随之增大,无人机信号检测识别模块在识别是无人机图传信号后,无人机信号处理模块通过比较阵列光源启动前和阵列光源启动后的无人机图传信号比特率大小,能判断无人机是否正在拍摄。无需破解无人机图传加密信号就能判断无人机是否拍摄,具有高效低成本的优点。1. The present invention uses the principle of UAV video compression by compressing between frames and within frames, comparing the differences between images and within images, and adopts the method of array light source flashing. When the UAV photographs the array light source flashing, The difference between the two-frame image and the same frame image will increase sharply, resulting in poor compression effect, increased video transmission data, and the UAV image transmission signal bit rate will increase accordingly. After the image transmission signal, the UAV signal processing module can determine whether the UAV is shooting by comparing the bit rate of the UAV image transmission signal before the array light source is started and after the array light source is started. You can judge whether the drone is shooting without cracking the encrypted signal of the UAV image transmission, which has the advantages of high efficiency and low cost.
2、本发明通过在目标区域周围不同角度部署阵列光源,有利于全方位和全天候检测出有无无人机正在对目标区域进行拍摄。2. In the present invention, by deploying array light sources at different angles around the target area, it is beneficial to detect whether the drone is shooting the target area in all directions and all weathers.
附图说明BRIEF DESCRIPTION
图1为本发明的流程图;Figure 1 is a flowchart of the present invention;
图2为本发明的结构图;2 is a structural diagram of the present invention;
图3为无人机信号检测识别模块的工作流程图;Figure 3 is a working flowchart of the UAV signal detection and identification module;
图4为分析无人机图传信号比特率流程图;Figure 4 is a flowchart of analyzing the bit rate of UAV video transmission signals;
图5为阵列光源的最佳编码匹配算法流程图。Figure 5 is a flowchart of the optimal code matching algorithm for array light sources.
具体实施方式detailed description
以下将结合附图对本发明作进一步的描述,需要说明的是,以下实施例以本技术方案为前提,给出了详细的实施方式和具体的操作过程,但本发明的保护范围并不限于本实施例。The present invention will be further described below with reference to the drawings. It should be noted that the following examples are based on the technical solution and provide detailed implementations and specific operation procedures, but the scope of protection of the present invention is not limited to this. Examples.
一种检测无人机拍摄系统,如图2所示,一种检测无人机拍摄系统,包括可控闪光模块、无人机信号检测识别模块、无人机信号处理模块和报警器,无人机信号检测识别模块分别与可控闪光模块和无人机信号处理模块通讯连接,用于采集目标区域外部的无线电信号并识别是否无人机图传信号,若识别为无人机图传信号将信号传送到无人机信号处理模块并启动可控闪光模块;目标区域的周围设置有可控闪光模块,可控闪光模块用于检测目标区域周围的亮度后控制闪烁的光源的开启,无人机信号处理模块用于比较可控闪光模块启动前和可控闪光模块启动后的无人机图传信号比特率的大小来判断无人机是否正在拍摄;报警器与无人机信号处理模块通讯连接,用于在无人机信号处理模块判断出无人机对目标区域进行拍摄时候发出警报。A detection drone shooting system, as shown in FIG. 2, a detection drone shooting system includes a controllable flash module, a drone signal detection and identification module, a drone signal processing module and an alarm, unmanned The machine signal detection and identification module is respectively connected to the controllable flash module and the UAV signal processing module to collect radio signals outside the target area and identify whether the UAV image transmission signal. The signal is transmitted to the UAV signal processing module and the controllable flash module is activated; the controllable flash module is set around the target area. The controllable flash module is used to detect the brightness around the target area and control the turning on of the flashing light source. The signal processing module is used to compare the bit rate of the UAV image transmission signal before the controllable flash module is started and after the controllable flash module is started to determine whether the drone is shooting; the alarm is connected to the drone signal processing module , Used to issue an alarm when the UAV signal processing module determines that the UAV is shooting the target area.
进一步,所述可控闪光模块包括阵列光源、亮度检测器和光源控制器,目标区域的周围设置有阵列光源,光源控制器分别与阵列光源和无人机信号检测识别模块通讯连接,用于在无人机信号检测识别模块识别出无人机图传信号后启动阵列光源并控制阵列光源闪烁的规 律,亮度检测器用于检测阵列光源开启前目标区域的亮度。Further, the controllable flash module includes an array light source, a brightness detector, and a light source controller. An array light source is provided around the target area. The light source controller is in communication with the array light source and the UAV signal detection and identification module, respectively. The UAV signal detection and recognition module recognizes the UAV image transmission signal and activates the array light source to control the array light source blinking pattern. The brightness detector is used to detect the brightness of the target area before the array light source is turned on.
特别地,阵列光源可布置在如房屋窗户、汽车表面,阵列光源的光源具有亮度可调,亮灭迅速的特点,光源控制器可控制阵列光源的启动、亮起光源的个数以及光源亮熄间隔。In particular, the array light source can be arranged on the surface of a house window, car, etc. The light source of the array light source has the characteristics of adjustable brightness and fast lighting. The light source controller can control the activation of the array light source, the number of light sources and the light source interval.
再进一步,所述无人机信号检测识别模块包括信号采集器、信号分类器、信号特征数据库和信号识别器,信号采集器用于采集目标区域周围的无线电信号并传送到信号分类器以及在信号识别器确定无人机图传信号时将该信号传送到无人机信号处理模块;信号分类器用于将提取无线电信号的信号特征以及完成特征分类并传送到信号识别器;信号特征数据库用于存储现有的无人机图传信号特征;信号识别器用于对分类后的信号特征和信号特征数据库的现有无人机图传信号特征对比并识别该信号是否为无人机图传信号,若识别是无人机图传信号则启动可控闪光模块。Still further, the UAV signal detection and recognition module includes a signal collector, a signal classifier, a signal feature database, and a signal identifier. The signal collector is used to collect radio signals around the target area and transmit them to the signal classifier and identify the signals. When the UAV determines the signal transmitted by the UAV, the signal is transmitted to the UAV signal processing module; the signal classifier is used to extract the signal characteristics of the radio signal and complete the feature classification and transmit it to the signal recognizer; the signal feature database is used to store the current Some UAV image transmission signal characteristics; the signal recognizer is used to compare the classified signal characteristics with the existing UAV image transmission signal characteristics of the signal characteristics database and identify whether the signal is a UAV image transmission signal. It is the UAV image transmission signal to start the controllable flash module.
更进一步,所述无人机信号检测识别模块还包括信号储存器,信号储存器与信号识别器通讯连接,用于在信号识别器识别出无人机图传信号后将其储存。Furthermore, the UAV signal detection and identification module further includes a signal storage, and the signal storage is in communication connection with the signal identification, and is used to store the UAV image transmission signal after the signal identification recognizes it.
进一步,所述无人机信号处理模块包括信号比特计数器和信号比特率对比器,信号比特计数器用于计算从无人机信号检测识别模块处传送来的、可控闪光模块的光源开启前和可控闪光模块的光源开启后的无人机图传信号的比特率并传送到信号比特率对比器;信号比特率对比器用于比较可控闪光模块的光源开启前和可控闪光模块的光源开启后的信号比特率大小判断无人机是否对目标区域进行拍摄,报警 器与信号比特率对比器通讯连接用于当无人机对目标区域进行拍摄时发出警报。Further, the UAV signal processing module includes a signal bit counter and a signal bit rate comparator, the signal bit counter is used to calculate the light source of the controllable flash module transmitted from the UAV signal detection and identification module The bit rate of the UAV image transmission signal after the light source of the controlled flash module is turned on and transmitted to the signal bit rate comparator; the signal bit rate comparator is used to compare the light source of the controllable flash module before and after the light source of the controllable flash module is turned on The signal bit rate is used to judge whether the drone is shooting the target area. The communication connection between the alarm and the signal bit rate comparator is used to issue an alarm when the drone is shooting the target area.
如图3所示,信号采集器用于采集目标区域周围的无线电信号,并将其传送到信号分类器,信号分类器提取该信号的信号特征并分类,信号识别器通过将分类后的信号特征与信号特征数据库中的现有无人机图传信号进行对比,识别该无线电信号是否为无人机图传信号。若不是无人机图传信号,则信号采集器继续采集器无线电信号,若是无人机图传信号,信号储存器储存该无人机图传信号,信号采集器将该无人机图传信号传送至信号比特计数器,然后阵列光源启动。As shown in FIG. 3, the signal collector is used to collect radio signals around the target area and transmit them to the signal classifier. The signal classifier extracts and classifies the signal characteristics of the signal. The signal recognizer uses the classified signal characteristics and The existing UAV image transmission signals in the signal characteristic database are compared to identify whether the radio signal is an UAV image transmission signal. If it is not the UAV image transmission signal, the signal collector continues to collect the radio signal. If it is the UAV image transmission signal, the signal storage stores the UAV image transmission signal, and the signal collector transmits the UAV image transmission signal Transfer to the signal bit counter, and then the array light source starts.
如图4所示,当信号识别器识别到无人机图传信号时,信号采集器将无人机图传信号传送至信号比特计数器,得出无人机图传信号的比特率后传送到信号比特率对比器,然后光源控制器启动阵列光源,此时信号采集器继续将目标区域周围的无人机图传信号传送到信号比特计数器,得出当阵列光源启动后无人机图传信号的信号比特率后传送到信号比特率对比器,信号比特率对比器比较阵列光源启动前无人机图传信号的信号比特率和阵列光源启动后无人机图传信号的信号比特率的大小,若前者的信号比特率较大,则信号采集器继续采集目标区域的无线电信号;若后者的信号比特率较大,则可判断出无人机正在对目标区域进行拍摄,报警器启动发出警报声。As shown in Figure 4, when the signal recognizer recognizes the UAV image transmission signal, the signal collector transmits the UAV image transmission signal to the signal bit counter, obtains the bit rate of the UAV image transmission signal and transmits it to The signal bit rate comparator, and then the light source controller starts the array light source. At this time, the signal collector continues to transmit the UAV image transmission signal around the target area to the signal bit counter, and the UAV image transmission signal is obtained when the array light source is activated The signal bit rate is transmitted to the signal bit rate comparator. The signal bit rate comparator compares the signal bit rate of the UAV image transmission signal before the array light source is activated and the signal bit rate of the UAV image transmission signal after the array light source is activated. If the former has a larger signal bit rate, the signal collector continues to collect radio signals in the target area; if the latter has a higher signal bit rate, it can be determined that the drone is shooting the target area, and the alarm starts to issue Siren.
如图1所示,检测无人机拍摄系统的工作方法,包括以下步骤:As shown in Figure 1, the working method of detecting the drone shooting system includes the following steps:
S1 将可控闪光模块放置在目标区域的四周,开启无人机信号检测识别模块和无人机信号处理模块;S1 Place the controllable flash module around the target area, and turn on the UAV signal detection and identification module and the UAV signal processing module;
S2 信号采集器检测并采集目标区域周围的无线电信号,将无线电信号传送到信号分类器进行信号的特征提取和分类,信号识别器通过将分类后的信号特征与信号特征数据库中现有的无人机图传信号特征进行对比,从而识别出该信号是否为无人机图传信号;S2 The signal collector detects and collects the radio signals around the target area, and transmits the radio signals to the signal classifier for signal feature extraction and classification. The signal recognizer uses the classified signal features and the existing unattended in the signal feature database. Compare the characteristics of the image transmission signal to identify whether the signal is a UAV image transmission signal;
S3 若信号识别器识别出是无人机图传信号后,亮度检测器启动监测在阵列光源未开启时目标区域周围的自然亮度,信号采集器将无人机图传信号传送到信号比特计数器,得出此时的信号比特率后传送到信号比特率对比器;S3 If the signal recognizer recognizes the UAV image transmission signal, the brightness detector starts to monitor the natural brightness around the target area when the array light source is not turned on, and the signal collector transmits the UAV image transmission signal to the signal bit counter, Obtain the signal bit rate at this time and transmit it to the signal bit rate comparator;
S4 光源控制器启动阵列光源,并使阵列光源按照编码序列重复闪烁;S4 The light source controller activates the array light source and causes the array light source to flash repeatedly according to the coding sequence;
S5 信号采集器采集在阵列光源启动后,阵列光源的光源点亮时的目标区域周围的无人机图传信号,并将其传送到信号比特计数器,得出阵列光源启动后无人机图传信号的比特率,信号比特率对比器通过对比阵列光源启动后和步骤S3中阵列光源启动前无人机图传信号的比特率,若当阵列光源的光源点亮时无人机图传信号的比特率比阵列光源的光源熄灭时无人机图传信号的比特率大,即可判断出无人机正在对目标区域进行拍摄;S5 The signal collector collects the UAV image transmission signal around the target area when the array light source is turned on after the array light source is turned on, and transmits it to the signal bit counter to obtain the UAV image transmission after the array light source is turned on The bit rate of the signal, the signal bit rate comparator compares the bit rate of the UAV image transmission signal after the array light source is started and before the array light source is started in step S3. When the bit rate is higher than the bit rate of the UAV image transmission signal when the light source of the array light source is off, it can be judged that the drone is shooting the target area
S6 当信号比特率对比器判断出有无人机正在对目标区域进行拍摄,报警器启动发出警报。S6 When the signal bit rate comparator determines that a drone is shooting the target area, the alarm starts to issue an alarm.
需要补充说明的是,所述步骤S4中的编码序列是通过光源控制器控制阵列光源中光源的开启数量、光源的亮起时间和熄灭时间来确定的。It should be added that the coding sequence in the step S4 is determined by the light source controller controlling the number of light sources in the array light source, the light-on time and the light-off time of the light source.
需要进一步补充说明的是,所述步骤S3中,亮度检测器启动,监测在阵列光源未开启时目标区域周围的自然亮度,信号比特计数器得出在该自然亮度下无人机图传信号比特率。It should be further noted that in step S3, the brightness detector is activated to monitor the natural brightness around the target area when the array light source is not turned on, and the signal bit counter obtains the bit rate of the UAV image transmission signal at this natural brightness .
需要再进一步说明的是,所述步骤S3中,若信号识别器检测出是无人机图传信号后,信号储存器储存该无人机图传信号。It needs to be further explained that, in the step S3, if the signal recognizer detects the UAV image transmission signal, the signal storage stores the UAV image transmission signal.
如图5所示,首先利用亮度检测器测得当前目标区域周围自然亮度,无人机若对目标区域继续拍摄,在关闭阵列光源下,信号采集器采集此时的无人机图传信号并传送到信号比特计数器,测得无人机图传信号的比特率B1。在开启阵列光源下,信号采集器采集此时的无人机图传信号并传送到信号比特计数器,测得光源亮起时无人机图传信号比特率B2。将B1和B2传送到信号比特率对比器,计算阵列光源的光源亮起时无人机图传信号比特率B2与阵列光源启动前测得的无人机图传信号比特率B1的增大率V,其中,
Figure PCTCN2019124617-appb-000001
(V>0)。
As shown in Figure 5, first use the brightness detector to measure the natural brightness around the current target area. If the UAV continues to shoot in the target area, with the array light source turned off, the signal collector collects the UAV image transmission signal at this time and It is transmitted to the signal bit counter, and the bit rate B1 of the UAV image transmission signal is measured. When the array light source is turned on, the signal collector collects the UAV image transmission signal at this time and transmits it to the signal bit counter, and the measured UAV image transmission signal bit rate B2 when the light source is lit. Send B1 and B2 to the signal bit rate comparator to calculate the increase rate of the UAV image transmission signal bit rate B2 and the measured UAV image transmission signal bit rate B1 when the array light source is lit. V, where,
Figure PCTCN2019124617-appb-000001
(V>0).
特别地,光源控制器不断调节阵列光源的光源编码序列,比较不同编码序列下增大率V,取能使无人机图传信号比特率增大率V最大的编码序列,为该自然亮度下最佳编码序列。无人机图传信号比特率增大率V值越大,就越能判定无人机正在对区域光源目标进行拍摄。进一步可以利用最佳编码匹配算法,得出每一个自然亮度下的最佳编码序列。In particular, the light source controller continuously adjusts the light source coding sequence of the array light source, compares the increase rate V under different coding sequences, and selects the coding sequence that maximizes the U bit rate of the UAV image transmission signal bit rate under the natural brightness. The best coding sequence. The greater the value V of the UAV image transmission signal bit rate increase, the more it can be determined that the UAV is shooting a regional light source target. Further, the best coding matching algorithm can be used to obtain the best coding sequence under each natural brightness.
对于本领域的技术人员来说,可以根据以上的技术方案和构思,给出各种相应的改变和变形,而所有的这些改变和变形,都应该包括在本发明权利要求的保护范围之内。For those skilled in the art, various corresponding changes and modifications can be given according to the above technical solutions and concepts, and all these changes and modifications should be included in the protection scope of the claims of the present invention.

Claims (9)

  1. 一种检测无人机拍摄系统,其特征在于,包括可控闪光模块、无人机信号检测识别模块、无人机信号处理模块和报警器,无人机信号检测识别模块分别与可控闪光模块和无人机信号处理模块通讯连接,用于采集目标区域外部的无线电信号并识别是否无人机图传信号,若识别为无人机图传信号将信号传送到无人机信号处理模块并启动可控闪光模块;目标区域的周围设置有可控闪光模块,可控闪光模块用于检测目标区域周围的亮度后控制闪烁的光源的开启,无人机信号处理模块用于比较可控闪光模块启动前和可控闪光模块启动后的无人机图传信号比特率的大小来判断无人机是否正在拍摄;报警器与无人机信号处理模块通讯连接,用于在无人机信号处理模块判断出无人机对目标区域进行拍摄时候发出警报。A detection drone shooting system, characterized by including a controllable flash module, a drone signal detection and identification module, a drone signal processing module and an alarm, the drone signal detection and identification module and the controllable flash module respectively Communicate with the UAV signal processing module to collect radio signals outside the target area and identify whether the UAV image transmission signal, if it is recognized as the UAV image transmission signal, transmit the signal to the UAV signal processing module and start Controllable flash module; a controllable flash module is set around the target area. The controllable flash module is used to detect the brightness around the target area to control the turning on of the flashing light source. The UAV signal processing module is used to compare the start of the controllable flash module The bit rate of the UAV image transmission signal before and after the controllable flash module is started to determine whether the UAV is shooting; the alarm is connected to the UAV signal processing module for judgment in the UAV signal processing module An alarm is issued when the drone shoots the target area.
  2. 根据权利要求1所述的检测无人机拍摄系统,其特征在于,所述可控闪光模块包括阵列光源、亮度检测器和光源控制器,目标区域的周围设置有阵列光源,光源控制器分别与阵列光源和无人机信号检测识别模块通讯连接,用于在无人机信号检测识别模块识别出无人机图传信号后启动阵列光源并控制阵列光源闪烁的规律,亮度检测器用于检测阵列光源开启前目标区域的亮度。The system for detecting a drone according to claim 1, wherein the controllable flash module includes an array light source, a brightness detector, and a light source controller, and an array light source is provided around the target area, and the light source controller is The communication connection between the array light source and the UAV signal detection and identification module is used to start the array light source and control the flashing rule of the array light source after the UAV signal detection and identification module recognizes the UAV image transmission signal. The brightness detector is used to detect the array light source The brightness of the target area before turning on.
  3. 根据权利要求1所述的检测无人机拍摄系统,其特征在于,所述无人机信号检测识别模块包括信号采集器、信号分类器、信号特征数据库和信号识别器,信号采集器用于采集目标区域周围的无线电信号并传送到信号分类器以及在信号识别器确定无人机图传信号时 将该信号传送到无人机信号处理模块;信号分类器用于将提取无线电信号的信号特征以及完成特征分类并传送到信号识别器;信号特征数据库用于存储现有的无人机图传信号特征;信号识别器用于对分类后的信号特征和信号特征数据库的现有无人机图传信号特征对比并识别该信号是否为无人机图传信号,若识别是无人机图传信号则启动可控闪光模块。The system for detecting an unmanned aerial vehicle according to claim 1, wherein the UAV signal detection and recognition module includes a signal collector, a signal classifier, a signal feature database, and a signal recognizer, and the signal collector is used to collect targets The radio signal around the area is transmitted to the signal classifier and the signal is transmitted to the UAV signal processing module when the signal recognizer determines the UAV image transmission signal; the signal classifier is used to extract the signal characteristics and completion characteristics of the radio signal Classification and transmission to the signal recognizer; the signal feature database is used to store the existing UAV image transmission signal characteristics; the signal identifier is used to compare the classified signal characteristics with the existing UAV image transmission signal characteristics of the signal characteristics database And identify whether the signal is a UAV image transmission signal, if the recognition is a UAV image transmission signal, start the controllable flash module.
  4. 根据权利要求3所述的检测无人机拍摄系统,其特征在于,所述无人机检测识别模块还包括有信号储存器,信号储存器与信号识别器通讯连接,用于在信号识别器识别出无人机图传信号后将其储存。The system for detecting an unmanned aerial vehicle according to claim 3, characterized in that the unmanned aerial vehicle detection and identification module further includes a signal storage, and the signal storage is in communication with the signal identification device for identification in the signal identification device Store the UAV image after transmitting the signal.
  5. 根据权利要求1所述的检测无人机拍摄系统,其特征在于,所述无人机信号处理模块包括信号比特计数器和信号比特率对比器,信号比特计数器用于计算从无人机信号检测识别模块处传送来的、可控闪光模块的光源开启前和可控闪光模块的光源开启后的无人机图传信号的比特率并传送到信号比特率对比器;信号比特率对比器用于比较可控闪光模块的光源开启前和可控闪光模块的光源开启后的信号比特率大小判断无人机是否对目标区域进行拍摄,报警器与信号比特率对比器通讯连接用于当无人机对目标区域进行拍摄时发出警报。The detection drone shooting system according to claim 1, wherein the drone signal processing module includes a signal bit counter and a signal bit rate comparator, the signal bit counter is used to calculate detection and identification from the drone signal The bit rate of the UAV image transmission signal transmitted from the module before the light source of the controllable flash module is turned on and after the light source of the controllable flash module is turned on and transmitted to the signal bit rate comparator; the signal bit rate comparator is used to compare the The signal bit rate before the light source of the controlled flash module and after the light source of the controllable flash module is turned on to determine whether the drone is shooting the target area, and the communication connection between the alarm and the signal bit rate comparator is used when the drone targets the target An alarm is issued when the area is being photographed.
  6. 如权利要求1-5任一所述的检测无人机拍摄系统的工作方法,其特征在于,包括以下步骤:The working method for detecting a drone shooting system according to any one of claims 1-5, comprising the following steps:
    S1将可控闪光模块放置在目标区域的四周,开启无人机信号检测识别模块和无人机信号处理模块;S1 places the controllable flash module around the target area, and turns on the UAV signal detection and identification module and the UAV signal processing module;
    S2无人机信号检测识别模块采集目标区域周围的无线电信号并 识别该信号是否为无人机图传信号;S2 UAV signal detection and recognition module collects radio signals around the target area and recognizes whether the signal is a UAV image transmission signal;
    S3若无人机信号检测识别模块识别出是无人机图传信号后,无人机信号检测识别模块将无人机图传信号传送到无人机信号处理模块;S3 If the UAV signal detection and recognition module recognizes the UAV image transmission signal, the UAV signal detection and recognition module transmits the UAV image transmission signal to the UAV signal processing module;
    S4无人机信号检测识别模块发送信号,启动可控闪光模块,检测出光源未开启时的亮度后,开启按照编码序列闪烁的光源;The S4 UAV signal detection and identification module sends a signal to start the controllable flash module, after detecting the brightness when the light source is not turned on, turn on the light source that flashes according to the coding sequence;
    S5无人机信号检测识别模块采集在可控闪光模块的光源启动后的无人机图传信号并传送到无人机信号处理模块,无人机信号处理模块通过对比可控闪光模块启动前和可控闪光模块启动后的无人机图传信号比特率的大小来判断无人机是否正在拍摄,若前者的比特率大于后者,则无人机信号识别模块继续采集目标区域四周的无线电信号;若后者的比特率大于前者,说明无人机正在对目标区域进行拍摄;The S5 UAV signal detection and identification module collects the UAV image transmission signal after the light source of the controllable flash module is started and transmits it to the UAV signal processing module. The UAV signal processing module compares the controllable flash module before and after starting. After the controllable flash module is activated, the UAV image transmission signal bit rate is used to determine whether the drone is shooting. If the former bit rate is greater than the latter, the UAV signal recognition module continues to collect radio signals around the target area ; If the bit rate of the latter is greater than the former, it means that the drone is shooting the target area;
    S6当无人机信号处理模块判断出有无人机正在对目标区域进行拍摄,报警器启动发出警报。S6 When the UAV signal processing module judges that the UAV is taking pictures of the target area, the alarm starts to issue an alarm.
  7. 根据权利要求6所述的检测无人机拍摄系统的工作方法,其特征在于,所述步骤S4中的编码序列是通过光源的开启数量、光源的亮起时间和熄灭时间来确定的。The working method for detecting a drone shooting system according to claim 6, wherein the coding sequence in step S4 is determined by the number of light sources turned on, the light source's on time and off time.
  8. 根据权利要求6所述的检测无人机拍摄系统的工作方法,其特征在于,所述步骤S3中,可控闪光模块启动,监测在光源未开启时目标区域周围的自然亮度,无人机信号处理模块得出在该自然亮度下无人机图传信号的比特率。The working method for detecting a drone shooting system according to claim 6, characterized in that in step S3, the controllable flash module is activated to monitor the natural brightness around the target area when the light source is not turned on, and the drone signal The processing module obtains the bit rate of the UAV image transmission signal under the natural brightness.
  9. 根据权利要求6所述的检测无人机拍摄系统的工作方法,其 特征在于,所述步骤S3中,无人机信号检测识别模块在识别无人机图传信号后并存储该信号。The working method for detecting a drone shooting system according to claim 6, characterized in that in step S3, the drone signal detection and identification module stores the signal after identifying the UAV image transmission signal.
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