Title :
A Novel Approach for Multiple Moving Target Localization Using Dual-Frequency Radars and Time-Frequency Distributions
Author :
Zhang, Yimin ; Amin, Moeness ; Ahmad, Fauzia
Author_Institution :
Villanova Univ., Villanova
Abstract :
Accurate range estimation and tracking of moving targets is an important task in urban sensing applications. A dual-frequency radar, which estimates the range of a target based on the phase difference between two closely spaced frequencies, has been shown to be a cost-effective approach to accomplish both range-to-motion estimation and tracking. This approach, however, suffers from two drawbacks: it cannot deal with multiple moving targets, and has poor performance in noisy environments. To overcome these drawbacks, we propose, in this paper, the use of time-frequency signal representations. High signal-to-noise ratio (SNR) is obtained by focusing on the moving target instantaneous Doppler frequency law provided by the power localization properties of time-frequency distributions. The case of multiple moving targets is handled by separating the different Doppler signatures prior to phase estimation.
Keywords :
Doppler radar; motion estimation; phase estimation; radar imaging; radar tracking; target tracking; time-frequency analysis; Doppler signatures; cost-effective approach; dual-frequency radars; instantaneous Doppler frequency law; moving target tracking; multiple moving target localization; phase estimation; power localization properties; range estimation; range-to-motion estimation; time-frequency distributions; time-frequency signal representations; urban sensing; Doppler radar; Frequency estimation; Phase estimation; Radar antennas; Radar applications; Radar detection; Radar imaging; Radar tracking; Target tracking; Time frequency analysis;
Conference_Titel :
Signals, Systems and Computers, 2007. ACSSC 2007. Conference Record of the Forty-First Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-2109-1
Electronic_ISBN :
1058-6393
DOI :
10.1109/ACSSC.2007.4487548