TY - JOUR
T1 - DOA estimation of coherent signals based on unitary transformation ESPRIT
AU - Ren, Shi Wei
AU - Ma, Xiao Chuan
AU - Yan, She Feng
PY - 2012/8
Y1 - 2012/8
N2 - To improve the estimation performance and decrease the calculation complexity, a direction of arrival estimation of coherent signals named Toep-UESRPIT is proposed. The estimation of signal parameters via rotational invariance techniques(ESPRIT) instead of multiple signal classification(MUSIC) is used to avoid the peak searching. Based on the Toeplitz matrix, centro-Hermitian matrices are constructed twice. Also, eigenvalue decomposition and total least square problems are changed into real ones by unitary transformation to reduce the computational complexity. Besides, the algorithm essentially doubles the number of available measurements. Increased estimation accuracy can, therefore, be achieved. Simulation results and analysis prove the validity and effectiveness of the algorithm.
AB - To improve the estimation performance and decrease the calculation complexity, a direction of arrival estimation of coherent signals named Toep-UESRPIT is proposed. The estimation of signal parameters via rotational invariance techniques(ESPRIT) instead of multiple signal classification(MUSIC) is used to avoid the peak searching. Based on the Toeplitz matrix, centro-Hermitian matrices are constructed twice. Also, eigenvalue decomposition and total least square problems are changed into real ones by unitary transformation to reduce the computational complexity. Besides, the algorithm essentially doubles the number of available measurements. Increased estimation accuracy can, therefore, be achieved. Simulation results and analysis prove the validity and effectiveness of the algorithm.
KW - Array signal processing
KW - Coherent signals
KW - Direction of arrival (DOA) estimation
KW - Unitary transformation
UR - http://www.scopus.com/inward/record.url?scp=84867298288&partnerID=8YFLogxK
U2 - 10.3969/j.issn.1001-506X.2012.08.04
DO - 10.3969/j.issn.1001-506X.2012.08.04
M3 - Article
AN - SCOPUS:84867298288
SN - 1001-506X
VL - 34
SP - 1543
EP - 1548
JO - Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
JF - Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
IS - 8
ER -