Title :
Simulation studies of moving-target detection: a new approach with Wigner-Ville distribution
Author :
Kumar, P.K. ; Prabhu, K.M.M.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Madras, India
fDate :
10/1/1997 12:00:00 AM
Abstract :
The authors discuss the application of Wigner-Ville distribution (WVD) for moving-target detection (MTD) in a typical ground-based radar. The proposed technique enhances the target-detection capability using the fact that the sidelobe levels in the Wigner spectrum are very small in magnitude. This in turn facilitates the realisation of the Doppler-filter bank by the WVD without resorting to additional weighting to reduce the sidelobes, unlike in the current MTD-I system (FFT-based). The MTD scheme proposed exhibits good performance capabilities, by providing higher detection probabilities, lower false-alarm rates and an additional 10 dB gain in the improvement factor, for ground plus weather clutter, over MTD-I. This novel approach to MTD serves as a simple and superior alternative to the MTD-II and MTD-III schemes, which have similar performance capabilities over MTD-I. Computer-simulation results are presented to support the superiority of the proposed approach
Keywords :
Doppler effect; Wigner distribution; digital simulation; filtering theory; radar clutter; radar detection; Doppler filter bank; MTD-I; MTD-II; MTD-III; Wigner spectrum; Wigner-Ville distribution; computer simulation results; detection probability; false alarm rates; ground based radar; ground plus weather clutter; improvement factor; moving target detection; performance; radar video signal simulation; sidelobe levels; simulation studies;
Journal_Title :
Radar, Sonar and Navigation, IEE Proceedings -
DOI :
10.1049/ip-rsn:19971377