Title :
Ambiguity resolution of multiple targets using pulse-Doppler waveforms
Author :
Trunk, G.V. ; Kim, M.W.
Author_Institution :
Radar Div., Naval Res. Lab., Washington, DC
fDate :
10/1/1994 12:00:00 AM
Abstract :
To cancel clutter, both medium-PRF waveforms which are ambiguous in both range and Doppler and high-PRF waveforms which are ambiguous in range but unambiguous in ambiguities, a previous paper has shown that superior results for a single target can be achieved by using a clustering algorithm. Here, the problem of multiple targets is considered. A maximum likelihood (ML) technique which incorporates the clustering algorithm is developed for the multiple target problem. Simulation results show that four targets which have the same speed but are at different ranges can be resolved by using a medium-PRF waveform and employing the ML resolution technique
Keywords :
Doppler effect; digital simulation; maximum likelihood estimation; pattern recognition; radar clutter; signal detection; waveform analysis; ambiguity resolution; clustering algorithm; clutter cancellation; high-PRF waveforms; maximum likelihood technique; medium-PRF waveforms; multiple targets; pulse-Doppler waveforms; simulation; Clustering algorithms; Control systems; Differential equations; Eigenvalues and eigenfunctions; Linear systems; Matrices; Mechanical engineering; Output feedback; Phased arrays; Shape control;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on