Title :
Coherent angle estimation in bistatic multi-input multi-output radar using parallel profile with linear dependencies decomposition
Author :
Chen Chen ; Xiaofei Zhang ; De Ben
Author_Institution :
Coll. of Electron. & Inf. Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
Abstract :
This study investigates the topic of coherent angle estimation in bistatic multi-input multi-output (MIMO) radar, and derives a scheme for coherent angle estimation by exploiting a parallel profile with linear dependencies (PARALIND) decomposition. The receive data can be mapped to a PARALIND model, after which the estimations of transmit/receive directional matrices and the correlated matrix of the sources are all obtained through PARALIND decomposition. Finally, the estimates of direction of departures and direction of arrivals can be obtained by least-square principle. In contrast to the forward-backward spatial smoothing-propagator (FBSS) method and FBSS-estimation method of signal parameters via rotational invariance techniques algorithms, the proposed method not only reaches paired estimates of the angles automatically but also has much better performance for angle estimation. On the other hand, our algorithm can be used for angle estimation in non-uniform linear transmit/receive array. Simulations present the effectiveness of our approach.
Keywords :
MIMO radar; array signal processing; direction-of-arrival estimation; least squares approximations; matrix algebra; radar signal processing; FBSS-estimation method; MIMO radar; PARALIND decomposition model; bistatic multiinput multioutput radar; coherent angle estimation; correlated matrix; direction of departure estimation; direction-of-arrival estimation; forward-backward spatial smoothing-propagator method; least-square principle; linear dependency decomposition; nonuniform linear transmit-receive array; parallel profile; receive data; signal parameters via rotational invariance techniques; transmit-receive directional matrices estimation;
Journal_Title :
Radar, Sonar & Navigation, IET
DOI :
10.1049/iet-rsn.2012.0188