Title :
MIMO Radar for Target Detection and Localization in Sensor Networks
Author :
Ali, Tamer ; Sadeque, Ahmed Z. ; Saquib, Mohammad ; Ali, Mohamed
Author_Institution :
Univ. of Texas at Dallas, Richardson, TX, USA
Abstract :
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.
Keywords :
MIMO radar; least mean squares methods; object detection; radar antennas; radar target recognition; search radar; wireless sensor networks; MIMO radar imaging system; MMSE; minimum mean square error type receiver; multiple-input-multiple-output radar imaging systems; radar image; radar system; sensor networks; sensor nodes; surveillance; target detection; target localization; transceiver antennas; Multiple-input-multiple-output (MIMO) radar imaging; sensor network; target detection and localization;
Journal_Title :
Systems Journal, IEEE
DOI :
10.1109/JSYST.2013.2260632