Title :
Theory and application of optimum and adaptive MIMO radar
Author :
Guerci, J.R. ; Wicks, M.C. ; Bergin, J.S. ; Techau, P.M. ; Pillai, S.U.
Author_Institution :
Guerci Consulting, Arlington, VA
Abstract :
This paper develops the theory of both optimum and adaptive MIMO radar. It is shown that the optimum MIMO transmit-receiver pair consists of a coupled multidimensional eigensystem and whitening matched filter. Also introduced, is an design procedure for the clutter dominant case. After illustrating theoretical performance gains relative to conventional radar, we address the practical problem of adapting the transmit-receiver pair on-the-fly when the optimization must address multiple possible targets and/or signal (input) dependent noise (e.g., clutter). The resulting architecture combines the orthogonal transmit waveform MIMO radar with the aforementioned coupled transmit-receiver design pair with adaptive estimates for the radar channel.
Keywords :
MIMO communication; adaptive estimation; eigenvalues and eigenfunctions; matched filters; radar clutter; adaptive MIMO radar; multidimensional eigensystem couple; multiinput multioutput radar; optimum MIMO transmit-receiver pair; orthogonal transmit waveform; radar channel; whitening matched filter; Airborne radar; MIMO; Matched filters; Multidimensional systems; Propagation losses; Radar antennas; Radar applications; Radar clutter; Radar theory; Signal to noise ratio; MIMO; Optimum; adaptive;
Conference_Titel :
Radar Conference, 2008. RADAR '08. IEEE
Conference_Location :
Rome
Print_ISBN :
978-1-4244-1538-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2008.4721122