MIMO Radar for Target Detection and Localization in Sensor Networks

被引:14
|
作者
Ali, Tariq [1 ]
Sadeque, Ahmed Z. [2 ]
Saquib, Mohammad [1 ]
Ali, Murtaza [3 ]
机构
[1] Univ Texas Dallas, Richardson, TX 75080 USA
[2] Qualcomm Technol, San Diego, CA 92121 USA
[3] Texas Instruments Inc, Applicat R&D Ctr, Dallas, TX 75266 USA
来源
IEEE SYSTEMS JOURNAL | 2014年 / 8卷 / 01期
关键词
Multiple-input-multiple-output (MIMO) radar imaging; sensor network; target detection and localization; DIVERSITY; ARCHITECTURE; PERFORMANCE;
D O I
10.1109/JSYST.2013.2260632
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we explore the use of multiple-input-multiple-output (MIMO) radar imaging systems in sensor networks for the purpose of surveillance. We show how a MIMO radar imaging system can outperform a traditional radar system by reducing the number of transceiver antennas without sacrificing the image resolution. We use a minimum mean square error (MMSE) type receiver structure for this application that minimizes both interference and hardware complexity. We show how a group of sensor nodes can work together in determining one or more targets' locations. A radar image obtained from a single node can detect the presence of targets, but not provide a precise location information. However, spatially scattered group of nodes can together interpolate the targets' positions relative to them and obtain localization information. We provide an in-depth analysis of a MIMO radar system, and demonstrate the operation and utility of such target localization methods using sensor networks through simulation.
引用
收藏
页码:75 / 82
页数:8
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