DocumentCode :
2812298
Title :
Slow-time multi-frequency radar for target detection in multipath scenarios
Author :
Sen, Satyabrata ; Nehorai, Arye
Author_Institution :
Dept. of Electr. & Syst. Eng., Washington Univ. in St. Louis, St. Louis, MO, USA
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
2582
Lastpage :
2585
Abstract :
We propose a method to detect a target in the presence of multipath reflections, employing sequential transmission of multiple frequencies in a slow-time (pulse-to-pulse) approach. First, we develop a parametric measurement model that accounts for the multipath components at multiple frequencies as well as Doppler shifts. Then, we develop a statistical detection test and analytically evaluate its performance characteristics. Based on the performance analysis, we propose an adaptive algorithm to select the best combination from a subset of frequencies that maximizes the detection performance. Our numerical examples show that the sequential approach requires more coherent pulses to match the performance of the simultaneous usage of multiple carriers in OFDM format. We also study the extent of performance degradation due to employing a subset of available frequencies.
Keywords :
Doppler shift; OFDM modulation; object detection; radar target recognition; statistical analysis; Doppler shifts; OFDM format; multipath reflections; multipath scenarios; parametric measurement model; slow-time multi-frequency radar; statistical detection test; target detection; Adaptive algorithm; Degradation; Doppler shift; Frequency measurement; OFDM; Object detection; Performance analysis; Radar detection; Reflection; Testing; Slow time; generalized likelihood ratio test; multi-frequency radar; multipath reflection; target detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5496279
Filename :
5496279
Link To Document :
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