Signal Processing for Tracking of Moving Object in Multi-Impulse Radar Network System

被引:7
作者
Kim, Beom-Hun [1 ]
Han, Seung-Jo [1 ]
Kwon, Goo-Rak [1 ]
Pyun, Jae-Young [1 ]
机构
[1] Chosun Univ, Dept Informat & Commun Engn, Gwangju 61452, South Korea
基金
新加坡国家研究基金会;
关键词
Ultra-wideband (UWB) - Clutter (information theory) - Interactive computer systems - Radar measurement - Tracking radar - Extended Kalman filters - Radar tracking - Radar signal processing - Target tracking - Real time systems - Data handling;
D O I
10.1155/2015/536841
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Indoor positioning systems (IPSs) have been discussed for use in entertainment, home automation, rescue, surveillance, and healthcare applications. In this paper, we present an IPS that uses an impulse radio-ultra-wideband (IR-UWB) radar network. This radar network system requires at least two radar devices to determine the current coordinates of a moving person. However, one can enlarge the monitoring area by adding more radar sensors. To track moving targets in indoor environments, for example, patients in hospitals or intruders in a home, signal processing procedures for tracking should be applied to the raw data measured using IR-UWB radars. This paper presents the signal processing method required for robust target tracking in a radar network, that is, an iterative extended Kalman filter-(IEKF-) based object tracking method, which uses two IR-UWB radars to measure the coordinates of the targets. The proposed IEKF tracking method is compared to the conventional extended Kalman filter (EKF) method. The results verify that the IEKF method improves the performance of 2D target tracking in a real-time system.
引用
收藏
页数:12
相关论文
共 17 条
[1]  
[Anonymous], 2012, ULTRAWIDEBAND RADAR
[2]  
Bar-Shalom Yaakov., 1993, ESTIMATION TRACKING
[3]  
Brown R.G., 1996, INTRO RANDOM SIGNALS, DOI DOI 10.1002/RNC.4590020307
[4]   A Novel Joint RFID and Radar Sensor Network for Passive Localization: Design and Performance Bounds [J].
Decarli, Nicolo ;
Guidi, Francesco ;
Dardari, Davide .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2014, 8 (01) :80-95
[5]   Recent system applications of short-pulse ultra-wideband (UWB) technology [J].
Fontana, RJ .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2004, 52 (09) :2087-2104
[6]  
Han N. V., 2013, P INT C GREEN HUM IN, V1, P69
[7]  
Han N. V., 2013, P INT TECHN C CIRC S, P1091
[8]  
Immoreev I. I., 2002, 2002 IEEE Conference on Ultra Wideband Systems and Technologies (IEEE Cat. No.02EX580), P201, DOI 10.1109/UWBST.2002.1006348
[9]  
Kim B. H., 2014, P SMA M SAV GA US DE, V1, P98
[10]  
Law CL, 2014, 2014 IEEE WORLD FORUM ON INTERNET OF THINGS (WF-IOT), P474, DOI 10.1109/WF-IoT.2014.6803213