DocumentCode :
311419
Title :
Multitarget detection/tracking of echoes with known waveform: algorithm and applications
Author :
Rampa, Vittorio ; Spagnolini, Umberto
Author_Institution :
Politecnico di Milano, Italy
Volume :
1
fYear :
1997
fDate :
21-24 Apr 1997
Firstpage :
487
Abstract :
The time of delay (TOD) estimation of multiple echoes is solved with an iterative multitarget detection/tracking algorithm. The evaluation of the TODs is based on their a-posteriori probability, while a first-order Markov model is used for a-priori probability estimation. The effectiveness of the algorithm (low false-alarm rate and robustness) is also experimentally proven. Moreover the algorithm exhibits a better noise rejection and an improved target resolution with respect to algorithms that perform separate detection and tracking
Keywords :
backscatter; delays; iterative methods; parameter estimation; probability; radar cross-sections; radar detection; radar tracking; signal resolution; a-posteriori probability; a-priori probability estimation; backscattered echoes; first-order Markov model; ground penetrating radar; iterative algorithm; low false-alarm rate; monostatic pulse radar system; multitarget detection/tracking; noise rejection; robustness; target resolution; time delay estimation; waveform; Delay effects; Delay estimation; Face detection; Ground penetrating radar; Iterative algorithms; Noise robustness; Object detection; Pulse measurements; Radar tracking; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
ISSN :
1520-6149
Print_ISBN :
0-8186-7919-0
Type :
conf
DOI :
10.1109/ICASSP.1997.599681
Filename :
599681
Link To Document :
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