Title :
Enhancement of covariance matrix for array processing
Author :
Du, Weixiu ; Kirlin, R.L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Victoria, BC, Canada
fDate :
10/1/1992 12:00:00 AM
Abstract :
A novel scheme for enhancing the estimates of covariance matrices for covariance-based direction-of-arrival (DOA) estimators is discussed. It is based on the exploitation of temporal correlations existent between multiple snapshots. The method applies to the scenarios of both narrow band and wideband signal sources. Simulation results demonstrate the performance improvement obtained by applying the method in conjunction with high-resolution algorithms
Keywords :
array signal processing; matrix algebra; DOA estimators; array processing; covariance matrix; direction-of-arrival; narrowband signal sources; performance; simulation results; temporal correlations; wideband signal sources; Array signal processing; Covariance matrix; Direction of arrival estimation; Frequency; Maximum likelihood estimation; Random processes; Sensor arrays; Signal processing; Signal processing algorithms; Signal resolution;
Journal_Title :
Signal Processing, IEEE Transactions on