Title :
An ESPRIT-like algorithm for coherent DOA estimation
Author :
Han, Fang-Ming ; Zhang, Xian-Da
Author_Institution :
Key Lab. for Radar Signal Process., Xidian Univ., Xi´´an, China
fDate :
6/27/1905 12:00:00 AM
Abstract :
Conventionally, the approaches to coherent direction-of-arrival (DOA) estimation are to eliminate the rank loss of the spatial covariance matrix. In this letter, a new technique is presented from another point of view, which reconstructs a special antenna array model based on the Toeplitz matrix whose rank is only related to the DOA of signals and cannot be affected by the coherency between them. Therefore, the signal and noise subspaces can be estimated properly. In conjoint with the improved estimation of signal parameter via rotational invariance techniques (ESPRIT) algorithm, it is capable of resolving the DOAs of coherent signals as well as uncorrelated signals without peak searching. The numerical examples demonstrate its validity.
Keywords :
Toeplitz matrices; antenna arrays; antenna theory; array signal processing; direction-of-arrival estimation; ESPRIT-like algorithm; Toeplitz matrix; antenna array model; coherent DOA estimation; coherent signals; direction-of-arrival estimation; rotational invariance techniques; Antenna arrays; Covariance matrix; Direction of arrival estimation; Helium; Laboratories; Multiple signal classification; Parameter estimation; Sensor arrays; Signal processing algorithms; Signal resolution; Coherent signals; Toeplitz matrix; direction-of-arrival (DOA) estimation; estimation of signal parameter via rotational invariance techniques (ESPRIT) algorithm;
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
DOI :
10.1109/LAWP.2005.860194