Title :
Joint estimation of direction of departure and direction of arrival for multiple-input multiple-output radar based on improved joint ESPRIT method
Author :
Daegun Oh ; Ying-chun Li ; Khodjaev, Jasurbek ; Jong-Wha Chong ; Jong-Hun Lee
Author_Institution :
Robot. Syst., DGIST, Daegu, South Korea
Abstract :
This study presents an improved joint estimation method of signal parameters via rotational invariance technique (ESPRIT) algorithm for low-complexity simultaneous estimation of direction of departure (DOD) and direction of arrival (DOA) in a multiple-input-multiple-output radar system. The proposed algorithm is based on a data matrix and estimates DOD and DOA without a pairing operation. The computational complexity of the proposed joint ESPRIT algorithm is derived to be less than that of conventional two dimension multiple signal classification (2D-MUSIC) and reduced dimension multiple signal classification. The authors´ simulation results demonstrate that the proposed algorithm achieves performance very close to that of 2D-MUSIC and better performance than that of the ESPRIT algorithm.
Keywords :
MIMO radar; antenna arrays; direction-of-arrival estimation; matrix algebra; radar antennas; radar signal processing; signal classification; 2D multiple signal classification; 2D-MUSIC; MIMO radar; data matrix; improved joint signal parameter estimation method; joint ESPRIT algorithm; low-complexity simultaneous direction-of-arrival estimation; low-complexity simultaneous direction-of-departure estimation; multiple-input-multiple-output radar; reduced dimension multiple signal classification; rotational invariance technique method;
Journal_Title :
Radar, Sonar & Navigation, IET
DOI :
10.1049/iet-rsn.2014.0069