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CN205749894U - Personnel location system based on the monitoring of ultra-broadband wall-through radar remote comprehensive - Google Patents

Personnel location system based on the monitoring of ultra-broadband wall-through radar remote comprehensive Download PDF

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CN205749894U
CN205749894U CN201620506419.9U CN201620506419U CN205749894U CN 205749894 U CN205749894 U CN 205749894U CN 201620506419 U CN201620506419 U CN 201620506419U CN 205749894 U CN205749894 U CN 205749894U
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张琳
常天英
赵兴文
张延波
田现忠
杨秀蔚
颜广
葛兆斌
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Shandong Institute of Automation
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Abstract

The utility model discloses personnel location system based on the monitoring of ultra-broadband wall-through radar remote comprehensive, at least one radio-frequency module, radio-frequency module launches ultra wide band electrically magnetic wave, and electromagnetic wave penetrates in the personnel targets after body of wall is mapped to body of wall, extracts personnel targets information;Signal processing module, obtains the personnel targets range coordinate relative to radio-frequency module for receiving after the personnel targets information of radio-frequency module transmission processes, and sends this range coordinate to positioning control module;Positioning control module, is used for realizing the location of personnel targets and the coordinate of the personnel targets calculated is passed to display module carrying out locally displayed.It is high that this utility model has positioning precision, and detection range is remote, and real-time is good, can the advantage such as monitoring at any time.

Description

基于超宽带穿墙雷达远程综合监控的人员定位系统Personnel positioning system based on remote comprehensive monitoring of ultra-wideband through-wall radar

技术领域technical field

本实用新型涉及一种超宽带穿墙雷达人员定位系统,具体涉及一种基于超宽带穿墙雷达远程综合监控的人员定位系统。The utility model relates to a personnel positioning system of an ultra-wideband through-the-wall radar, in particular to a personnel positioning system based on the remote comprehensive monitoring of the ultra-wideband through-the-wall radar.

背景技术Background technique

超宽带定位技术在国外的研究主要有:R.Jean-Marc Cramer等人提出了一种基于CLEAN算法的TOA估计方法;Joon-Yong Lee等提出了一种广义最大似然估计的方法;Pratt和Wheeler等人提出了基于天线阵列的超宽带定位的方法,和之前使用单一天线的方法相比大大提高了超宽带定位技术在非视距环境下的定位精度;Kegen等人将卡尔曼滤波算法应用到超宽带定位中,实现了目标定位和追踪。美国AetherWire公司开发出了目前最先进的芯片Aether5,它是基于UWB频谱和CMOS开发工艺,高集成度使它的体积小到不能被察觉、信号穿透能力超强、定位精度能够达到厘米级别,且功耗极小,这些优点使它在世界军事反恐方面得到了广泛的应用。英国的Ubisense公司也研发出了一款UWB无线定位产品,应用TDOA/AOA联合定位技术,工作在5.8-7.2GHz频段,探测距离最远可以达到50米,定位精度能够达到15cm。Aetherwire&Location公司研发的高集成度UWB定位芯片只有硬币大小,而且功耗低、成本低,在干扰较小的环境中定位精度可以达到厘米级。美国Time domain公司研制了一款基于UWB技术的穿墙透视仪,它可以穿透数层墙面实现对物体的探测,该产品也得到了广泛的应用。The research on UWB positioning technology abroad mainly includes: R.Jean-Marc Cramer et al. proposed a TOA estimation method based on the CLEAN algorithm; Joon-Yong Lee et al. proposed a generalized maximum likelihood estimation method; Pratt and Wheeler et al. proposed an ultra-wideband positioning method based on antenna arrays, which greatly improved the positioning accuracy of ultra-wideband positioning technology in non-line-of-sight environments compared with the previous method using a single antenna; Kegen et al. applied the Kalman filter algorithm In ultra-wideband positioning, target positioning and tracking are realized. The AetherWire company of the United States has developed the most advanced chip Aether5, which is based on UWB spectrum and CMOS development process. Its high integration makes its volume so small that it cannot be detected, its signal penetration ability is super strong, and its positioning accuracy can reach centimeter level. And the power consumption is extremely small. These advantages make it widely used in the world's military anti-terrorism. Ubisense, a British company, has also developed a UWB wireless positioning product, using TDOA/AOA joint positioning technology, working in the 5.8-7.2GHz frequency band, with a detection distance of up to 50 meters and a positioning accuracy of 15cm. The highly integrated UWB positioning chip developed by Aetherwire&Location is only the size of a coin, and has low power consumption and low cost. The positioning accuracy can reach centimeter level in an environment with less interference. Time domain company of the United States has developed a wall-penetrating perspective instrument based on UWB technology, which can penetrate several layers of walls to detect objects, and this product has also been widely used.

我国在超宽带UWB定位技术研究与应用方面处于刚刚起步阶段,但是国家对于该先进技术领域的研究很重视,鼓励科研部门和相关单位进行研究和理论创新并投入相当大的人力、财力以及物力支持。在国家863计划中通信技术将UWB无线通信中的关键技术作为无线通信共性与创新技术的内容,鼓励国内通信业加强对UWB技术的研发与投资;国家自然科学基金项目支持也对国内UWB定位技术的研究起到了推动和促进作用。另外许多高校和科研机构在UWB定位技术的研究方面进行项目申报,并取得了一定的进展,研究出了多项理论成果。虽然国内对于超宽带的理论研究及相关文章很多但是超宽带系统产品开发还未见成熟产品,UWB技术在人员定位系统中的应用更是与英美国家的发展水平存在很大的差距。my country is still in its infancy in the research and application of ultra-wideband UWB positioning technology, but the country attaches great importance to the research in this advanced technology field, and encourages scientific research departments and related units to conduct research and theoretical innovation and invest considerable manpower, financial resources and material support. . In the national 863 plan, the communication technology uses the key technology in UWB wireless communication as the content of wireless communication commonality and innovative technology, and encourages the domestic communication industry to strengthen the research and development and investment of UWB technology; the project support of the National Natural Science Foundation of China also supports domestic UWB positioning technology Research has played a role in promoting and promoting. In addition, many universities and scientific research institutions have applied for projects in the research of UWB positioning technology, and have made certain progress and researched a number of theoretical results. Although there are a lot of theoretical research and related articles on UWB in China, the development of UWB system products has not yet seen mature products, and the application of UWB technology in personnel positioning systems is far behind the development level of British and American countries.

现有的人员定位采用的方式包括红外线、超声波、射频信号等,但都不适合穿墙室内定位。红外线只适合短距离传播,而且容易被荧光灯或者房间内的灯光干扰,在精确定位上有局限性;超声波受多径效应和非视距传播影响很大,不能用于室内环境;而射频信号普遍用在室外定位系统中,应用于室内定位存在局限。Existing personnel positioning methods include infrared rays, ultrasonic waves, radio frequency signals, etc., but none of them are suitable for indoor positioning through walls. Infrared rays are only suitable for short-distance transmission, and are easily interfered by fluorescent lamps or lights in the room, which has limitations in precise positioning; ultrasonic waves are greatly affected by multipath effects and non-line-of-sight propagation, and cannot be used in indoor environments; and radio frequency signals are common It is used in outdoor positioning system, but there are limitations in indoor positioning.

GPS是目前应用最为广泛的室外定位技术,它是20世纪70年代初美国出于军事目的开发的卫星导航定位系统,主要利用几颗卫星的测量数据计算移动用户位置,即经度、纬度和高度。一般用于车辆导航和手持设备。在此基础上,还出现了增强型GPS,辅助GPS等技术,它们可以广泛用于航空、航海和野外定位等领域。利用GPS进行定位的优势是卫星有效覆盖范围大,定位导航信号免费;缺点是定位信号到达地面是较弱,不能穿透建筑物,因此不适合室内定位,此外定位器终端的成本较高。GPS所能达到的定位精度范围在5m-20m。GPS is currently the most widely used outdoor positioning technology. It is a satellite navigation and positioning system developed by the United States for military purposes in the early 1970s. It mainly uses the measurement data of several satellites to calculate the location of mobile users, namely longitude, latitude and altitude. Typically used in vehicle navigation and handheld devices. On this basis, technologies such as enhanced GPS and assisted GPS have emerged, which can be widely used in fields such as aviation, navigation and field positioning. The advantage of using GPS for positioning is that the effective satellite coverage is large, and the positioning and navigation signals are free; the disadvantage is that the positioning signal reaches the ground weakly and cannot penetrate buildings, so it is not suitable for indoor positioning. In addition, the cost of the locator terminal is relatively high. The positioning accuracy that GPS can achieve is in the range of 5m-20m.

当前比较流行的Wi-Fi定位是IEEE802.11的一种定位解决方案。目前,它应用于小范围的室内定位,成本较低,但Wi-Fi收发器只能覆盖半径90m以内的地理区域,很容易受到其他信号干扰,从而影响定位精度,并不十分可靠,而且定位器的能耗较高。Currently popular Wi-Fi positioning is a positioning solution of IEEE802.11. At present, it is applied to small-scale indoor positioning, and the cost is low, but the Wi-Fi transceiver can only cover the geographical area within a radius of 90m, and is easily interfered by other signals, thereby affecting the positioning accuracy. It is not very reliable, and the positioning The power consumption of the device is high.

蓝牙技术应用于定位,与Wi-Fi有很多相似之处,主要应用于小范围定位,例如单层大厅或仓库;同样有定位误差不稳定,受噪声信号干扰大的缺点。Bluetooth technology is used in positioning, and has many similarities with Wi-Fi. It is mainly used in small-scale positioning, such as single-story halls or warehouses; it also has the disadvantages of unstable positioning errors and large interference from noise signals.

由此可见,随着定位技术的发展和定位服务需求的不断增加,无线定位技术必须克服现有技术的缺点,满足以下几个条件:a)高抗干扰能力;b)高精度定位;c)低生产成本;d)低运营成本;e)高信息安全性;f)低能耗及低发射功率;g)小的收发器体积。It can be seen that with the development of positioning technology and the increasing demand for positioning services, wireless positioning technology must overcome the shortcomings of existing technologies and meet the following conditions: a) high anti-interference ability; b) high-precision positioning; c) Low production cost; d) low operating cost; e) high information security; f) low energy consumption and low transmission power; g) small transceiver volume.

以上几种技术方案,都不可能完全满足这些要求。而UWB用在无线定位上,能够基本满足上述要求,因此成为穿墙定位的首选。The above several technical solutions cannot fully satisfy these requirements. UWB is used in wireless positioning, which can basically meet the above requirements, so it becomes the first choice for positioning through walls.

实用新型内容Utility model content

为解决现有技术存在的不足,本实用新型公开了基于超宽带穿墙雷达远程综合监控的人员定位系统及方法,本实用新型具有定位精度高,探测距离远,实时性好,可随时监控等优点。In order to solve the shortcomings of the existing technology, the utility model discloses a personnel positioning system and method based on ultra-wideband through-wall radar remote comprehensive monitoring. The utility model has the advantages of high positioning accuracy, long detection distance, good real-time performance, and can be monitored at any time. advantage.

为实现上述目的,本实用新型的具体方案如下:In order to achieve the above object, the concrete scheme of the present utility model is as follows:

基于超宽带穿墙雷达远程综合监控的人员定位系统,包括:Personnel positioning system based on ultra-wideband through-the-wall radar remote comprehensive monitoring, including:

至少一个射频模块,射频模块发射超宽带电磁波,穿透墙体射到墙体后的人员目标上,通过接收反射回来的超宽带电磁波提取人员目标信息;At least one radio frequency module, the radio frequency module emits ultra-broadband electromagnetic waves, penetrates the wall and hits the personnel target behind the wall, and extracts personnel target information by receiving the reflected ultra-broadband electromagnetic wave;

信号处理模块,用于接收射频模块传输的人员目标信息进行处理后得到人员目标相对于射频模块的距离坐标,并将此距离坐标传送给定位控制模块;The signal processing module is used to receive and process the personnel target information transmitted by the radio frequency module to obtain the distance coordinates of the personnel target relative to the radio frequency module, and transmit the distance coordinates to the positioning control module;

定位控制模块,用于实现人员目标的定位并将计算出的人员目标的坐标传给显示模块进行本地显示。The positioning control module is used to realize the positioning of the personnel target and transmit the calculated coordinates of the personnel target to the display module for local display.

进一步的,所述定位控制模块还通过无线网络模块与Internet网络相连,同时计算机控制终端及数字化信息系统中心也与Internet网络相连,通过Internet网络定位控制模块、计算机控制终端及数字化信息系统中心之间可以相互通信;定位控制模块将人员目标的坐标信息传输至计算机控制终端及数字化信息系统中心,实现信息的共享。Further, the positioning control module is also connected to the Internet network through the wireless network module, and the computer control terminal and the digital information system center are also connected to the Internet network, and the positioning control module, the computer control terminal and the digital information system center are connected through the Internet network. It can communicate with each other; the positioning control module transmits the coordinate information of the personnel target to the computer control terminal and the digital information system center to realize information sharing.

进一步的,所述Internet网络还与GPRS/GSM网络通信,手机控制终端通过GPRS/GSM网络登陆Internet网络对数字化信息系统中心进行数据访问,浏览和查询人员位置信息。Further, the Internet network also communicates with the GPRS/GSM network, and the mobile phone control terminal logs into the Internet network through the GPRS/GSM network to access the data of the digital information system center, browse and query personnel location information.

进一步的,所述射频模块由接收天线、发射天线、两个接收通道、一个发射通道和频率发生器组成;频率发生器产生线性调频连续波信号,分别送入到发射通道和接收通道,发射通道完成对信号的滤波和放大,并输出到发射天线;Further, the radio frequency module is composed of a receiving antenna, a transmitting antenna, two receiving channels, a transmitting channel and a frequency generator; the frequency generator generates linear frequency modulation continuous wave signals, which are respectively sent to the transmitting channel and the receiving channel, and the transmitting channel Complete the filtering and amplification of the signal, and output to the transmitting antenna;

两个接收通道对接收天线接收信号完成混频和放大,输出两路基带信号到信号处理模块的输入端,同时频率发生器产生的参考时钟和触发脉冲也送到信号处理模块的输入端。The two receiving channels complete the mixing and amplification of the signal received by the receiving antenna, and output two baseband signals to the input of the signal processing module. At the same time, the reference clock and trigger pulse generated by the frequency generator are also sent to the input of the signal processing module.

进一步的,所述信号处理模块包括A/D转换单元、多普勒滤波单元以及FFT运算单元;Further, the signal processing module includes an A/D conversion unit, a Doppler filter unit and an FFT operation unit;

信号处理模块将射频模块的两路接收天线信号经A/D转化处理、多普勒滤波以及FFT运算后得到目标相对于接收天线和发射天线的距离坐标,并将此距离坐标传送给定位控制模块。The signal processing module converts the two-way receiving antenna signals of the radio frequency module through A/D conversion processing, Doppler filtering and FFT operation to obtain the distance coordinates of the target relative to the receiving antenna and the transmitting antenna, and transmits the distance coordinates to the positioning control module .

进一步的,所述定位控制模块包括串口通信模块、无线通信模块、定位算法模块及显示控制模块;Further, the positioning control module includes a serial port communication module, a wireless communication module, a positioning algorithm module and a display control module;

所述串口通信模块用于实现与信号处理模块之间的通信,所述无线通信模块用于实现与无线网络模块的通信,定位算法模块实现人员目标的定位,采用的主算法为双椭圆定位,最终坐标修正减少偏差采用中值滤波算法,定位算法模块将计算出的人员目标的坐标传给显示控制模块,显示控制模块将坐标信息通过显示装置进行显示。The serial port communication module is used to realize the communication with the signal processing module, the wireless communication module is used to realize the communication with the wireless network module, the positioning algorithm module realizes the positioning of personnel targets, and the main algorithm adopted is double ellipse positioning, The median filter algorithm is used for the final coordinate correction to reduce the deviation. The positioning algorithm module transmits the calculated coordinates of the personnel target to the display control module, and the display control module displays the coordinate information through the display device.

进一步的,所述数字化信息系统中心包括数据库管理系统、远程综合监控系统及数据WEB发布系统;Further, the digital information system center includes a database management system, a remote integrated monitoring system and a data WEB publishing system;

所述数据库管理系统存储射频模块的配置信息、人员定位实时记录及历史记录信息;The database management system stores the configuration information of the radio frequency module, the real-time record of personnel positioning and the historical record information;

所述远程综合监控系统与无线网络模块进行数据交互;The remote integrated monitoring system performs data interaction with the wireless network module;

所述数据WEB发布系统所在的服务器通过防火墙和Internet网路与计算机控制终端连接。The server where the data WEB publishing system is located is connected to the computer control terminal through a firewall and the Internet.

进一步的,远程综合监控系统包括无线数据接收与处理子系统、人员定位实时信息子系统、报警及处理子系统;Further, the remote integrated monitoring system includes a wireless data receiving and processing subsystem, a personnel positioning real-time information subsystem, an alarm and processing subsystem;

无线数据接收与处理子系统:主要用于接收无线网络模块发送的人员数据,根据通信协议,对接收到的数据流解析、识别,同时存储到数据库管理系统所在的服务器上;Wireless data receiving and processing subsystem: mainly used to receive personnel data sent by the wireless network module, analyze and identify the received data flow according to the communication protocol, and store it on the server where the database management system is located;

人员定位实时信息子系统:绘制人员目标的形式动态显示人员目标状态;Personnel positioning real-time information subsystem: dynamically display the status of personnel targets in the form of drawing personnel targets;

报警及处理子系统:主要提供异常报警的应对措施。Alarm and processing subsystem: It mainly provides countermeasures for abnormal alarms.

进一步的,报警事件发生时,报警及处理子系统显示故障信息,远程综合监控系统进行声光报警同时发送报警短信给管理人员,提醒及时检修,同时将记录所有的报警数据和处理信息。Furthermore, when an alarm event occurs, the alarm and processing subsystem will display fault information, and the remote integrated monitoring system will perform sound and light alarm and send an alarm message to the management personnel to remind timely maintenance, and will record all alarm data and processing information at the same time.

进一步的,数据WEB发布系统采用Browser/Server体系架构,完成人员目标监测数据的WEB发布,提供数据共享功能,授权用户通过Internet进行信息的浏览、查询。Furthermore, the data WEB release system adopts the Browser/Server architecture to complete the WEB release of personnel target monitoring data, provide data sharing functions, and authorize users to browse and query information through the Internet.

基于超宽带穿墙雷达远程综合监控的人员定位方法,包括:A personnel positioning method based on ultra-wideband through-the-wall radar remote comprehensive monitoring, including:

1)系统初始化,为所有的射频模块分配ID;1) System initialization, assigning IDs to all radio frequency modules;

2)信号处理模块采集射频模块发送的信号进行处理,通过加窗、滤波以及FFT运算后判断检测的目标个数,并将信号处理后的结果上传给定位控制模块;2) The signal processing module collects the signal sent by the radio frequency module for processing, judges the number of detected targets through windowing, filtering and FFT operation, and uploads the signal processing result to the positioning control module;

3)定位控制模块根据信号处理模块上传的信息再次判断是否有目标存在;如果有目标存在则根据三角原理,按照射频模块的ID给检测的目标数据进行配对,配对完成后则进入下一步,如果没有目标的话则结束本进程;3) The positioning control module judges whether there is a target again according to the information uploaded by the signal processing module; if there is a target, then according to the triangular principle, pair the detected target data according to the ID of the radio frequency module, and then enter the next step after the pairing is completed, if If there is no target, end the process;

4)定位控制模块根据配对结果进行目标定位解算,如果解算的坐标为实数并且在可检测的范围内则认定为此坐标值合理,否则认定不合理;4) The positioning control module performs target positioning calculation according to the pairing result. If the calculated coordinate is a real number and within the detectable range, the coordinate value is deemed reasonable, otherwise it is deemed unreasonable;

坐标值合理的则将坐标信息上传至数字化信息系统中心,实时数据存储到数据库管理系统所在的服务器上;同时目标坐标也会在本地进行实时显示;坐标值如果不合理则重复步骤3),重新进行数据配对。If the coordinate value is reasonable, the coordinate information will be uploaded to the digital information system center, and the real-time data will be stored on the server where the database management system is located; at the same time, the target coordinate will also be displayed locally in real time; if the coordinate value is unreasonable, repeat step 3) and start again Perform data pairing.

步骤3)中,当信号处理模块上传的信息中包含有目标个数时,则目标存在,否则,不存在。In step 3), when the information uploaded by the signal processing module contains the number of targets, the target exists, otherwise, it does not exist.

步骤4)中,可检测范围是最大的探测距离为15m,探测角度为45度。In step 4), the detectable range is that the maximum detection distance is 15m, and the detection angle is 45 degrees.

本实用新型射频模块的发射天线发射超宽带电磁波,穿透墙体射到人员目标身上,经过目标散射,电磁波再次穿透墙体由接收天线接收,FPGA通过对两路接收天线的信号进行处理后,提取所需的人员目标信息传送给ARM,并由ARM计算目标人员的位置,将目标人员的坐标信息在本地显示后,通过无线网络模块将人员目标的坐标传送到人员定位信息系统中心,对数据进行WEB发布,实现数据共享,构建所需人员位置信息的检测、处理、监控的综合信息管理平台。The transmitting antenna of the radio frequency module of the utility model emits ultra-broadband electromagnetic waves, penetrates the wall and hits the personnel target, and after being scattered by the target, the electromagnetic wave penetrates the wall again and is received by the receiving antenna, and the FPGA processes the signals of the two receiving antennas , extract the required personnel target information and send it to ARM, and the ARM calculates the position of the target personnel, displays the coordinate information of the target personnel locally, and transmits the coordinates of the personnel target to the personnel positioning information system center through the wireless network module. The data is published on the WEB to realize data sharing and build a comprehensive information management platform for the detection, processing and monitoring of the required personnel location information.

本实用新型的有益效果:The beneficial effects of the utility model:

本实用新型的射频模块发射的超宽带电磁波,带宽高、功耗低穿透力强,能够穿透墙体探测人员目标,FPGA可以快速的对射频模块两路接收天线信号进行处理,并将提取所需的人员目标信息传送给ARM,由ARM计算目标人员的位置,在本地显示。The ultra-broadband electromagnetic wave emitted by the radio frequency module of the utility model has high bandwidth, low power consumption and strong penetrating power, and can penetrate the wall to detect personnel targets. The FPGA can quickly process the two-way receiving antenna signals of the radio frequency module, and extract The required personnel target information is transmitted to ARM, and ARM calculates the position of the target personnel and displays it locally.

本实用新型实现了人员目标的快速定位和跟踪,同时人员定位信息系统中心能够对数据进行WEB发布,实现数据共享,构建所需人员位置信息的检测、处理、监控的综合信息管理平台。The utility model realizes rapid positioning and tracking of personnel targets, and at the same time, the personnel positioning information system center can publish data on WEB, realize data sharing, and build a comprehensive information management platform for detection, processing and monitoring of required personnel location information.

附图说明Description of drawings

图1为本实用新型的结构示意图;Fig. 1 is the structural representation of the utility model;

图2为射频模块结构图;Figure 2 is a structural diagram of the radio frequency module;

图3为FPGA功能模块框图;Fig. 3 is a block diagram of the FPGA functional module;

图4为ARM主控制器电路图;Figure 4 is a circuit diagram of the ARM main controller;

图5为本实用新型远程监控流程图;Fig. 5 is the flow chart of remote monitoring of the utility model;

图6基于三角原理的传统配对原理示意图;Fig. 6 is a schematic diagram of a traditional pairing principle based on the triangular principle;

其中,1.射频天线,2.FPGA信号处理模块,3.ARM定位控制模块,4.无线网络模块,5.本地显示模块,6.数据库管理系统,7.远程综合监控系统,8.数据WEB发布系统,9.数字化信息系统中心,10.Internet网络,11.GPRS/GSM网络,12.手机控制终端,13.计算机控制终端,14.无线路由器。Among them, 1. RF antenna, 2. FPGA signal processing module, 3. ARM positioning control module, 4. Wireless network module, 5. Local display module, 6. Database management system, 7. Remote integrated monitoring system, 8. Data WEB Publishing system, 9. Digital information system center, 10. Internet network, 11. GPRS/GSM network, 12. Mobile phone control terminal, 13. Computer control terminal, 14. Wireless router.

具体实施方式:detailed description:

下面结合附图对本实用新型进行详细说明:Below in conjunction with accompanying drawing, the utility model is described in detail:

如图1所示,基于超宽带穿墙雷达远程综合监控的人员定位系统包括超宽带射频模块、FPGA信号处理模块2、ARM定位控制模块3、无线网络模块4、本地显示模块5、数字化信息系统中心9。As shown in Figure 1, the personnel positioning system based on ultra-wideband through-wall radar remote comprehensive monitoring includes ultra-wideband radio frequency module, FPGA signal processing module 2, ARM positioning control module 3, wireless network module 4, local display module 5, digital information system center9.

ARM定位控制模块3按照功能划分为ARM串口通信模块、ARM无线通信模块、定位算法模块、显示控制模块。The ARM positioning control module 3 is divided into an ARM serial communication module, an ARM wireless communication module, a positioning algorithm module, and a display control module according to functions.

超宽带射频模块的发射天线发射超宽带电磁波,电磁波穿透墙体射到后面的人员目标上,经过目标散射的电磁波再次穿透墙体由两路接收天线接收,通过对两路接收天线的信号处理,产生基带信号送到FPGA信号处理模块2中。FPGA信号处理模块2对信号进行处理后将人员目标信息通过串口传递给ARM定位控制模块3;ARM定位控制模块3按照功能划分为ARM串口通信模块、定位算法模块、显示控制模块、ARM无线通信模块。ARM串口通信模块主要是和FPGA信号处理模块2进行双向通信,定位算法模块实现人员目标的定位,采用的主算法为双椭圆定位,最终坐标修正减少偏差采用中值滤波算法;显示控制模块移植有QT界面显示编译环境,通过QT编程实现界面功能设计,并通过VGA接口控制本地显示模块5,最终将人员目标的坐标信息显示在显示屏上。The transmitting antenna of the ultra-wideband radio frequency module emits ultra-wideband electromagnetic waves. The electromagnetic waves penetrate the wall and hit the personnel target behind. The electromagnetic wave scattered by the target penetrates the wall again and is received by the two receiving antennas. processing to generate baseband signals and send them to the FPGA signal processing module 2. After the FPGA signal processing module 2 processes the signal, the personnel target information is transmitted to the ARM positioning control module 3 through the serial port; the ARM positioning control module 3 is divided into ARM serial port communication module, positioning algorithm module, display control module, and ARM wireless communication module according to functions . The ARM serial port communication module is mainly for two-way communication with the FPGA signal processing module 2. The positioning algorithm module realizes the positioning of personnel targets. The main algorithm adopted is double ellipse positioning, and the median filter algorithm is used for the final coordinate correction to reduce the deviation; the display control module transplantation has The QT interface displays the compilation environment, realizes the interface function design through QT programming, and controls the local display module 5 through the VGA interface, and finally displays the coordinate information of the personnel target on the display screen.

ARM无线通信模块集成有USB口,WIFI的USB驱动程序嵌入在ARM主控制芯片,通过ARM无线通信模块建立与无线网络模块的通信;ARM定位控制模块3提取人员目标信息并根据定位算法计算出人员目标的位置然后控制本地显示,在本地显示模块5上显示当前的人员坐标,同时ARM无线通信模块通过无线网络模块4将人员坐标上传至数字化信息系统中心9。The ARM wireless communication module is integrated with a USB port, and the WIFI USB driver is embedded in the ARM main control chip, and the communication with the wireless network module is established through the ARM wireless communication module; The position of the target then controls the local display, displays the current personnel coordinates on the local display module 5, and simultaneously the ARM wireless communication module uploads the personnel coordinates to the digital information system center 9 through the wireless network module 4.

数字化信息系统中心9它包括数据库管理系统6、远程综合监控系统7、数据WEB发布系统8,远程综合监控系统7所在的计算机通过TCP/IP网络和无线路由器与无线网络模块4进行数据交互,数据WEB发布系统8所在的服务器通过防火墙和Internet网络10与用户计算机连接。数据库管理系统6存储有射频模块配置信息、人员定位实时记录、历史记录;远程综合监控系统9中监测的人员位置信息、设备状态上传到数据库管理系统6中,数据WEB发布系统8所在的服务器通过读取数据库管理系统6,在防火墙防止恶意攻击的安全保护下,通过Internet网络10将人员位置数据发布,实现数据共享功能,所有授权用户计算机控制终端13可通过Internet网络10以及手机用户的手机控制终端12通过GSM/GPRS网络11进行人员位置信息的浏览、查询。The digital information system center 9 includes a database management system 6, a remote integrated monitoring system 7, and a data WEB publishing system 8. The computer where the remote integrated monitoring system 7 is located performs data interaction with the wireless network module 4 through a TCP/IP network and a wireless router. The server where the WEB publishing system 8 is located is connected to the user's computer through a firewall and an Internet network 10 . The database management system 6 stores radio frequency module configuration information, personnel positioning real-time records, and historical records; the personnel position information and equipment status monitored in the remote integrated monitoring system 9 are uploaded to the database management system 6, and the server where the data WEB publishing system 8 is located passes through Read the database management system 6, under the security protection of the firewall to prevent malicious attacks, release the personnel location data through the Internet network 10, and realize the data sharing function, and all authorized user computer control terminals 13 can be controlled through the Internet network 10 and mobile phone users The terminal 12 browses and inquires personnel location information through the GSM/GPRS network 11 .

如图2所示,超宽带射频模块包括射频天线1、接收通道、发射通道和频率发生器,射频天线1由两个接收天线、一个发射天线组成;发射天线位于两个接收天线的中间并呈直线排列。发射天线发射超宽带电磁波,电磁波穿透墙体射到墙体后的人员目标上,经过目标散射的电磁波再次穿透墙体由两路接收天线接收,通过对两路接收天线的信号处理,提取人员目标信息。As shown in Figure 2, the ultra-wideband radio frequency module includes a radio frequency antenna 1, a receiving channel, a transmitting channel and a frequency generator. The radio frequency antenna 1 is composed of two receiving antennas and a transmitting antenna; the transmitting antenna is located in the middle of the two receiving antennas and has a lined up. The transmitting antenna emits ultra-broadband electromagnetic waves. The electromagnetic waves penetrate the wall and hit the personnel target behind the wall. The electromagnetic wave scattered by the target penetrates the wall again and is received by the two receiving antennas. Through the signal processing of the two receiving antennas, the extracted Personnel target information.

频率发生器产生LFM-CW(线性调频连续波)信号,分别送入到发射通道和接收通道,发射通道完成对信号的滤波和放大,并输出到发射天线。两个接收通道对接收天线接收信号完成混频和放大,输出两路基带信号到FPGA信号处理模块2的输入端,同时频率发生器产生的参考时钟和触发脉冲也送到FPGA信号处理模块2的输入端。The frequency generator generates LFM-CW (Linear Frequency Modulated Continuous Wave) signals, which are sent to the transmitting channel and receiving channel respectively. The transmitting channel completes the filtering and amplification of the signal, and outputs to the transmitting antenna. The two receiving channels complete the mixing and amplification of the signal received by the receiving antenna, and output two baseband signals to the input of the FPGA signal processing module 2, and at the same time, the reference clock and trigger pulse generated by the frequency generator are also sent to the FPGA signal processing module 2 input.

如图3所示,FPGA信号处理模块2根据功能的不同分为A/D转换单元、多普勒滤波单元以及FFT运算单元;FPGA信号处理模块2将射频模块的两路接收天线信号经A/D转化处理、多普勒滤波以及FFT运算后得到目标相对于接收天线和发射天线的距离长度,并将此距离信息传送给ARM定位控制模块3。As shown in Figure 3, FPGA signal processing module 2 is divided into A/D conversion unit, Doppler filtering unit and FFT computing unit according to the difference of function; After D conversion processing, Doppler filtering and FFT calculation, the distance length of the target relative to the receiving antenna and the transmitting antenna is obtained, and the distance information is sent to the ARM positioning control module 3 .

如图4所示,ARM定位控制模块3的主控制芯片为三星公司的S3C2440,主控制芯片上设有2个RS232接口,其中一个用于ARM的程序下载和调试,另一个用来和FPGA的串口通信即ARM串口通信模块;ARM无线通信模块集成有USB口,WIFI的USB驱动程序嵌入在ARM主控制芯片,通过ARM无线通信模块建立与无线网络模块4的通信;定位算法模块实现人员目标的定位,采用的主算法为双椭圆定位,最终坐标修正减少偏差采用中值滤波算法;定位算法模块将计算出的人员目标的坐标传给显示控制模块。显示控制模块移植有QT界面显示编译环境,通过QT编程实现界面功能设计,并通过VGA接口控制本地显示模块,最终将人员目标的坐标信息显示在显示屏上。As shown in Figure 4, the main control chip of the ARM positioning control module 3 is Samsung's S3C2440, and there are two RS232 interfaces on the main control chip, one of which is used for ARM program download and debugging, and the other is used for communication with FPGA. The serial port communication is the ARM serial port communication module; the ARM wireless communication module is integrated with a USB port, and the WIFI USB driver is embedded in the ARM main control chip, and the communication with the wireless network module 4 is established through the ARM wireless communication module; the positioning algorithm module realizes the personnel target For positioning, the main algorithm used is double ellipse positioning, and the median filter algorithm is used for final coordinate correction to reduce deviation; the positioning algorithm module transmits the calculated coordinates of the personnel target to the display control module. The display control module is transplanted with a QT interface display compilation environment, the interface function design is realized through QT programming, and the local display module is controlled through the VGA interface, and finally the coordinate information of the personnel target is displayed on the display screen.

本地显示模块5为10.4英寸的工业显示屏G104STN0.1.0,支持SVGA显示模式,分辨率为800*600。The local display module 5 is a 10.4-inch industrial display screen G104STN0.1.0, which supports SVGA display mode with a resolution of 800*600.

数字化信息系统中心9设置在中心控制室,它包括数据库管理系统6、远程综合监控系统7、数据WEB发布系统8,远程综合监控系统7所在的计算机通过TCP/IP网络和无线路由器14与无线网络模块4进行数据交互,数据WEB发布系统8所在的服务器通过防火墙和Internet网路与计算机控制终端13连接。The digital information system center 9 is set in the central control room, which includes a database management system 6, a remote integrated monitoring system 7, and a data WEB publishing system 8. The computer where the remote integrated monitoring system 7 is located communicates with the wireless network through a TCP/IP network and a wireless router 14. The module 4 performs data interaction, and the server where the data WEB publishing system 8 is located is connected to the computer control terminal 13 through a firewall and the Internet.

数据库管理系统6存储有射频模块配置信息、人员定位实时记录、历史记录;射频模块配置信息包括发射天线和接收天线个数、发射天线和接收天线位置设置、发射天线识别编码、接收天线识别编码、接收天线和发射天线间距;The database management system 6 stores radio frequency module configuration information, personnel positioning real-time records, and historical records; the radio frequency module configuration information includes the number of transmitting antennas and receiving antennas, the position settings of transmitting antennas and receiving antennas, the identification codes of transmitting antennas, the identification codes of receiving antennas, The distance between the receiving antenna and the transmitting antenna;

人员定位实时记录包含人员目标位置、人员目标个数、监测时间;The real-time record of personnel positioning includes the position of personnel target, the number of personnel targets, and the monitoring time;

历史记录包括在监测时间段内人员目标的运动轨迹、报警事件、以及操作日志;报警事件包括报警类型、报警时间、维修时间、处理措施,报警类型分为射频模块故障、无线网络模块故障、FPGA故障、ARM故障;所述操作日志包括系统运行、系统关闭、监控数据的备份、报警确认系统操作事件。Historical records include the movement trajectory of personnel targets, alarm events, and operation logs within the monitoring period; alarm events include alarm types, alarm time, maintenance time, and handling measures. Alarm types are divided into radio frequency module failures, wireless network module failures, and FPGA Failure, ARM failure; the operation log includes system operation, system shutdown, backup of monitoring data, and alarm confirmation system operation events.

远程综合监控系统7包括无线数据接收与处理子系统、人员定位实时信息子系统、报警及处理子系统。数据WEB发布系统采用Browser/Server体系架构。The remote integrated monitoring system 7 includes a wireless data receiving and processing subsystem, a personnel positioning real-time information subsystem, and an alarm and processing subsystem. The data WEB publishing system adopts the Browser/Server architecture.

远程综合监控系统7是人员定位信息系统中心的核心,通过接收无线网络模块的人员信息,以目标坐标、曲线、列表等形式动态信息显示,对目标人员进行可视化监管。The remote integrated monitoring system 7 is the core of the personnel positioning information system center. By receiving the personnel information from the wireless network module, it displays dynamic information in the form of target coordinates, curves, lists, etc., and performs visual supervision on the target personnel.

无线数据接收与处理子系统主要用于接收无线网络模块发送的人员数据,根据制定的通信协议,对接收到的数据流解析、识别,同时存储到数据库管理系统所在的服务器上;The wireless data receiving and processing subsystem is mainly used to receive personnel data sent by the wireless network module, analyze and identify the received data flow according to the established communication protocol, and store it on the server where the database management system is located;

人员定位实时信息子系统:以QT组件为应用支撑层,利用QT绘图技术绘制人员目标的运动轨迹、以曲线、列表等形式动态显示人员目标状态;Personnel positioning real-time information subsystem: use QT components as the application support layer, use QT drawing technology to draw the movement trajectory of personnel targets, and dynamically display the status of personnel targets in the form of curves and lists;

报警及处理子系统:主要提供异常报警的应对措施。报警事件发生时,报警及处理子系统显示故障信息,系统进行声光报警同时发送报警短信给管理人员,提醒及时检修,系统同时将记录所有的报警数据和处理信息;Alarm and processing subsystem: It mainly provides countermeasures for abnormal alarms. When an alarm event occurs, the alarm and processing subsystem will display fault information, and the system will sound and light alarm and send an alarm message to the management personnel at the same time to remind timely maintenance, and the system will record all alarm data and processing information at the same time;

数据WEB发布系统8采用Browser/Server体系架构,完成人员目标监测数据的WEB发布,提供数据共享功能,授权用户可通过Internet进行信息的浏览、查询。The data WEB release system 8 adopts the Browser/Server architecture to complete the WEB release of personnel target monitoring data, provide data sharing functions, and authorize users to browse and query information through the Internet.

如图5所示,人员定位远程综合监控的步骤为:As shown in Figure 5, the steps for personnel positioning remote comprehensive monitoring are:

1)系统初始化,为所有的射频模块分配ID;1) System initialization, assigning IDs to all radio frequency modules;

2)FPGA信号处理模块2采集射频模块信号进行处理,通过加窗、滤波以及FFT运算后判断检测的目标个数,并将信号处理后的结果上传给ARM定位控制模块3;2) The FPGA signal processing module 2 collects the radio frequency module signal for processing, judges the number of targets detected after windowing, filtering and FFT operations, and uploads the signal processed result to the ARM positioning control module 3;

3)ARM定位控制模块3根据FPGA信号处理模块2上传的信息再次判断是否有目标存在;如果有目标存在则根据三角原理,按照射频模块的ID给检测的目标数据进行配对,配对完成后则进入下一步,如果没有目标的话则结束本进程;3) The ARM positioning control module 3 judges whether there is a target again according to the information uploaded by the FPGA signal processing module 2; if there is a target, then according to the triangular principle, pair the detected target data according to the ID of the radio frequency module, and enter into Next step, if there is no target, end this process;

4)ARM定位控制模块3根据配对结果进行目标定位解算,如果解算的坐标为实数并且在可检测的范围内则认定为此坐标值合理,否则认定不合理;4) The ARM positioning control module 3 performs target positioning calculation according to the pairing result. If the calculated coordinate is a real number and is within a detectable range, the coordinate value is determined to be reasonable, otherwise it is determined to be unreasonable;

坐标值合理的话则将坐标信息上传至人员定位信息系统,实时数据存储到数据库管理系统6所在的服务器上,以供历史轨迹绘制和历史报表查询、打印;同时目标坐标也会在本地进行实时显示;坐标值如果不合理则重复步骤3),重新进行数据配对。If the coordinate value is reasonable, the coordinate information will be uploaded to the personnel positioning information system, and the real-time data will be stored on the server where the database management system 6 is located for historical trajectory drawing and historical report query and printing; meanwhile, the target coordinates will also be displayed locally in real time ; If the coordinate value is unreasonable, repeat step 3) and perform data pairing again.

如图6所示,下面介绍基于三角原理的传统配对方法:As shown in Figure 6, the traditional pairing method based on the triangular principle is introduced below:

以一发双收雷达为例,由上图所示,R0是目标和发射天线之间的距离,R1是目标和接收天线1之间的距离,R2是目标和接收天线2之间的距离。穿墙雷达测量值为发射信号经目标反射后的回波,因此Take the dual-receive radar as an example, as shown in the figure above, R 0 is the distance between the target and the transmitting antenna, R 1 is the distance between the target and the receiving antenna 1, and R 2 is the distance between the target and the receiving antenna 2 distance. The measured value of through-wall radar is the echo after the transmitted signal is reflected by the target, so

r1=R0+R1 r 1 =R 0 +R 1

r2=R0+R2 r 2 =R 0 +R 2

区分同一目标的距离像的方法是三角原理,两边之差小于第三边。表达式如下The method of distinguishing the range image of the same target is the triangular principle, the difference between two sides is smaller than the third side. The expression is as follows

|R1-R2|<d1+d2 |R 1 -R 2 |<d 1 +d 2

等效于Equivalent to

|r1-r2|<d1+d2 |r 1 -r 2 |<d 1 +d 2

本实用新型所利用的技术包括:The technology utilized by the utility model includes:

1、超宽带射频技术1. UWB RF technology

超宽带射频技术是近年来通信领域兴起的一种无线通信技术,UWB超宽带不采用正弦载波,而是利用纳秒至微秒级的非正弦波窄脉冲传输数据,因此其所占的频谱范围很宽。目前大家公认的UWB超宽带信号主要是指采用相对信号带宽大于20%或者绝对带宽大于500MHz的信号;只要满足UWB信号对带宽的定义的无线信号都可以认为是UWB信号。Ultra-wideband radio frequency technology is a wireless communication technology that has emerged in the field of communication in recent years. UWB ultra-wideband does not use a sinusoidal carrier, but uses nanosecond to microsecond-level non-sinusoidal narrow pulses to transmit data, so the spectrum it occupies very wide. At present, the UWB ultra-wideband signal is generally recognized as a signal with a relative signal bandwidth greater than 20% or an absolute bandwidth greater than 500MHz; as long as the wireless signal meets the definition of UWB signal bandwidth, it can be considered as a UWB signal.

由于超宽带技术是通过对具有很陡上升和下降时间的冲激脉冲进行直接调制,所以信号具有GHz量级的带宽。它对信号的衰落不敏感、功耗低、发射信号功率谱密度低、多径分辨率比较高、系统复杂度低、定位精度能够达到厘米级等优点使得超宽带在无线定位技术中有着很大的潜力和应用前景。Because UWB technology directly modulates impulse pulses with very steep rise and fall times, the signal has a bandwidth of GHz order. It is insensitive to signal fading, low power consumption, low power spectral density of transmitted signals, relatively high multipath resolution, low system complexity, and centimeter-level positioning accuracy, which make UWB play a big role in wireless positioning technology. potential and application prospects.

2、FPGA信号处理技术2. FPGA signal processing technology

FPGA可编程逻辑阵列器件是一种可以根据实际所需逻辑功能由用户进行编程实现的数字集成电路,利用其内部的逻辑结构可以实现任何布尔表达式、寄存器函数。和一般的集成电路相比,FPGA可编程逻辑阵列器件具有设计周期短、灵活性高、修改方便、运行速度快等优点。它兼有串行、并行工作方式,这使得FPGA具有高集成度、高速和高可靠性,其时钟延迟可达纳秒级,同时在基于芯片的设计中能够减少芯片的数量,降低能源消耗,缩小系统体积,提高系统的性能指标和可靠性。正是由于FPGA的这些优点,使得FPGA在超高速应用领域和实时测控方面有着非常广阔的应用前景。The FPGA programmable logic array device is a digital integrated circuit that can be programmed by the user according to the actual required logic function. Using its internal logic structure, any Boolean expression and register function can be realized. Compared with general integrated circuits, FPGA programmable logic array devices have the advantages of short design cycle, high flexibility, convenient modification, and fast operation speed. It has both serial and parallel working methods, which makes FPGA highly integrated, high-speed and high-reliable, and its clock delay can reach nanosecond level. At the same time, it can reduce the number of chips and reduce energy consumption in chip-based design. Reduce the size of the system and improve the performance index and reliability of the system. It is precisely because of these advantages of FPGA that FPGA has very broad application prospects in ultra-high-speed application fields and real-time measurement and control.

FPGA的高速和高可靠性使它成为实现数字信号处理最有效的一种工具。The high speed and high reliability of FPGA make it the most effective tool for digital signal processing.

3、ARM通讯、定位显示控制技术3. ARM communication, positioning display control technology

32位的ARM处理器是超宽带穿墙雷达人员定位系统的核心控制部件,它既有和FPGA的串口通讯,接收人员目标数据,同时有定位算法实现功能,并将人员的坐标信息在本地显示。通过无线网络模块将人员坐标信息上传至数字化信息系统中心。The 32-bit ARM processor is the core control component of the ultra-wideband through-the-wall radar personnel positioning system. It not only communicates with the serial port of FPGA, receives personnel target data, but also has the function of positioning algorithm, and displays the coordinate information of personnel locally. . The personnel coordinate information is uploaded to the digital information system center through the wireless network module.

上述虽然结合附图对本实用新型的具体实施方式进行了描述,但并非对本实用新型保护范围的限制,所属领域技术人员应该明白,在本实用新型的技术方案的基础上,本领域技术人员不需要付出创造性劳动即可做出的各种修改或变形仍在本实用新型的保护范围以内。Although the specific implementation of the utility model has been described above in conjunction with the accompanying drawings, it does not limit the protection scope of the utility model. Those skilled in the art should understand that on the basis of the technical solution of the utility model, those skilled in the art do not need to Various modifications or deformations that can be made with creative efforts are still within the protection scope of the present utility model.

Claims (5)

1. personnel location system based on the monitoring of ultra-broadband wall-through radar remote comprehensive, is characterized in that, including: at least one radio frequency Module, radio-frequency module is launched ultra wide band electrically magnetic wave, is penetrated in the personnel targets after body of wall is mapped to body of wall, reflected by reception Ultra wide band electrically magnetic wave extract personnel targets information;Signal processing module, for receiving the personnel targets letter of radio-frequency module transmission Breath obtains the personnel targets range coordinate relative to radio-frequency module after processing, and sends this range coordinate to location control Module;Positioning control module, for realizing the location of personnel targets and the coordinate of the personnel targets calculated being passed to display mould Block carries out locally displayed.
2. the personnel location system monitored based on ultra-broadband wall-through radar remote comprehensive as claimed in claim 1, is characterized in that, Described radio-frequency module is made up of reception antenna, transmitting antenna, two reception passages, a transmission channel and frequency generator;Frequently Rate generator produces linear frequency modulation continuous wave signal, is respectively fed to transmission channel and receives passage, and transmission channel completes letter Number filtering and amplification, and export to launch antenna.
3. the personnel location system monitored based on ultra-broadband wall-through radar remote comprehensive as claimed in claim 2, is characterized in that, Two receive passage and complete mixing to receiving antenna receiving signal and amplify, and output two-way baseband signal arrives signal processing module Input, the reference clock that frequency generator produces simultaneously also delivers to the input of signal processing module with triggering pulse.
4. the personnel location system monitored based on ultra-broadband wall-through radar remote comprehensive as claimed in claim 1, is characterized in that, Described signal processing module includes A/D converting unit, doppler filtering unit and FFT arithmetic element;Signal processing module will The two-way reception antenna signal of radio-frequency module obtain after A/D conversion processing, doppler filtering and FFT computing target relative to Reception antenna and the range coordinate of transmitting antenna, and send this range coordinate to positioning control module.
5. the personnel location system monitored based on ultra-broadband wall-through radar remote comprehensive as claimed in claim 4, is characterized in that, Remote comprehensive monitoring system include wireless data receive with processing subsystem, personnel positioning real time information subsystem, report to the police and locate Reason subsystem;Wireless data receives and processing subsystem: be mainly used in receiving the demographic data that wireless network module sends, according to Communication protocol, to the parsing of the data stream received, identification, is simultaneously stored on the server at data base management system place;People Member location real time information subsystem: draw the form Dynamic Announce personnel targets state of personnel targets;Report to the police and processing subsystem: The main counter-measure that abnormal alarm is provided.
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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105974406A (en) * 2016-05-30 2016-09-28 山东省科学院自动化研究所 Personnel location system and method based on remote and integrated ultra-wide-band through-the-wall radar monitoring
CN111443347A (en) * 2020-03-17 2020-07-24 山东省科学院自动化研究所 Portable single-hand-held through-wall radar target detection device and target detection method
CN111711926A (en) * 2020-06-10 2020-09-25 深圳国人无线通信有限公司 Personnel geographic position distribution statistical method and system based on distributed base station

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105974406A (en) * 2016-05-30 2016-09-28 山东省科学院自动化研究所 Personnel location system and method based on remote and integrated ultra-wide-band through-the-wall radar monitoring
CN111443347A (en) * 2020-03-17 2020-07-24 山东省科学院自动化研究所 Portable single-hand-held through-wall radar target detection device and target detection method
CN111443347B (en) * 2020-03-17 2022-05-27 山东省科学院自动化研究所 A portable single-hand-held through-wall radar target detection device and target detection method
CN111711926A (en) * 2020-06-10 2020-09-25 深圳国人无线通信有限公司 Personnel geographic position distribution statistical method and system based on distributed base station
CN111711926B (en) * 2020-06-10 2022-08-23 深圳国人无线通信有限公司 Personnel geographic position distribution statistical method and system based on distributed base station

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