Title :
Eigenstructure based broadband source location estimation
Author :
Buckley, Kevin M. ; Griffiths, Lioyd J.
Author_Institution :
University of Southern California, Los Angeles, CA, USA
Abstract :
In this paper, a high resolution eigenstructure based approach to broadband Source Location Estimation (SLE) is introduced. The approach utilizes a source low rank model, termed the source representation space. New SLE procedures are suggested in which a location contour is generated by projecting, for each proposed source location, orthonormal basis vectors for the source representation space onto either the signal or noise-only subspace of a broadband data spatio/temporal covariance matrix. Conditions for the existence of a noise-only subspace are identified. The new approach, which does not require estimates of narrowband spatial covariance matrices, has application to the limited temporal sample broadband SLE problem.
Keywords :
Covariance matrix; Direction of arrival estimation; Narrowband; Noise generators; Position measurement; Sensor arrays; Sensor phenomena and characterization; Signal generators; Spatial resolution; White noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '86.
DOI :
10.1109/ICASSP.1986.1168896