Title :
A New Detection Method for MIMO Radar Using Hidden Markov Model
Author :
Jiankui, Zeng ; Lijuan, Xiang ; Zhiming, Dong ; Shangzun, Yuan
Author_Institution :
Chongqing Univ. of Sci. & Technol., Chongqing, China
Abstract :
MIMO radar is a new radar technique developed recently. It can achieve better detection performance than conventional phased radar. Based on the scattering statistic of clutter and man-made target, we propose that hidden Markov models (HMM) can be used to model the clutter and target signals, and that the HMMs can be used to detect target. Simulation results verify its efficiency.
Keywords :
MIMO radar; hidden Markov models; object detection; radar clutter; target tracking; HMM; MIMO radar; detection method; hidden Markov model; man-made target; radar clutter; scattering statistic; target signal; Anisotropic magnetoresistance; Clutter; Hidden Markov models; MIMO; Radar antennas; Radar detection; Radar scattering; Receiving antennas; Statistics; Stochastic processes; HMM; MIMO radar; detection;
Conference_Titel :
Computer Modeling and Simulation, 2010. ICCMS '10. Second International Conference on
Conference_Location :
Sanya, Hainan
Print_ISBN :
978-1-4244-5642-0
Electronic_ISBN :
978-1-4244-5643-7
DOI :
10.1109/ICCMS.2010.179
