DocumentCode :
726798
Title :
Range only target localization in multi-static passive radar system: A gradient descent approach
Author :
Alakkari, Salaheddin ; Jamil, Khalid ; Alhumaidi, Sami
Author_Institution :
Prince Sultan Adv. Technol. Res. Inst., King Saud Univ., Riyadh, Saudi Arabia
fYear :
2015
fDate :
10-12 June 2015
Firstpage :
1
Lastpage :
4
Abstract :
In this study, we present an iterative method for finding target position using only range measurements from multi-static passive radar system. We formulate an optimization problem and use the gradient descent approach to locate target position. In addition, we show that for multi-receiver-single-transmitter system, our method requires only three receivers in order to converge to the correct position without having local minima problem. Furthermore, we conduct Monte-Carlo simulation to evaluate the mean time and accuracy of our approach. Our method can be implemented in real-time and hence it can be applied in real-life situations.
Keywords :
Monte Carlo methods; gradient methods; optimisation; passive radar; radar receivers; radar transmitters; Monte Carlo simulation; gradient descent approach; iterative method; multireceiver-single transmitter system; multistatic passive radar system; optimization problem; range measurement; range only target localization; Accuracy; Passive radar; Position measurement; Receivers; Target tracking; Transmitters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Symposium (SPSympo), 2015
Conference_Location :
Debe
Type :
conf
DOI :
10.1109/SPS.2015.7168266
Filename :
7168266
Link To Document :
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