Title :
A generalized formulation for harmonic retrieval in correlated noise
Author :
Naseri, Hassan ; Costa, Maice ; Koivunen, Visa
Author_Institution :
Dept. of Signal Process. & Acoust., Aalto Univ., Aalto, Finland
Abstract :
In this paper we develop a generalized formulation for harmonic retrieval in correlated noise. Well-known spatial smoothing-based ESPRIT and the Matrix Pencil methods are important special cases of the proposed formulation. The connection between these methods is established analytically. The proposed generalized formulation is applicable to single-snapshot scenarios with arbitrary noise covariance matrix. Moreover, a numerical study is included showing that the Matrix Pencil method is robust to mismodeling of the noise covariance matrix.
Keywords :
covariance matrices; direction-of-arrival estimation; signal processing; smoothing methods; time-of-arrival estimation; TDoA; arbitrary noise covariance matrix; correlated noise; generalized formulation; harmonic retrieval; matrix pencil methods; single-snapshot scenarios; spatial smoothing-based ESPRIT; Covariance matrices; Eigenvalues and eigenfunctions; Estimation; Harmonic analysis; Noise; Smoothing methods; Vectors; ESPRIT; Frequency estimation; Matrix Pencil; Small-sample support; TDoA;
Conference_Titel :
Information Sciences and Systems (CISS), 2014 48th Annual Conference on
Conference_Location :
Princeton, NJ
DOI :
10.1109/CISS.2014.6814179