Wideband source modeling and localization: A HOS-based approach

Sanyogita Shamsunder, Georgios B. Giannakis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Abstract

A polyspectra-based solution to the nonparametric multichannel system identification problem is proposed. As an application, the problems of wideband source bearing estimation and identification are considered. Simultaneous detection and parameter estimation of wideband sources arriving at a sensor array are performed using higher-order statistics. Source detection and consistent parameter estimation are approached via a polyspectra-based information theoretic criterion. The proposed methods, besides being insensitive to additive Gaussian noise, are not restricted to minimum phase equivalents and are asymptotically optimal for non-Gaussian signals with unknown distributions.

Original languageEnglish (US)
Title of host publicationConference Record - Asilomar Conference on Circuits, Systems & Computers
PublisherPubl by Maple Press, Inc
Pages383-387
Number of pages5
Volume1
ISBN (Print)0818624701
StatePublished - Dec 1 1991
Event25th Asilomar Conference on Signals, Systems & Computers Part 1 (of 2) - Pacific Grove, CA, USA
Duration: Nov 4 1991Nov 6 1991

Other

Other25th Asilomar Conference on Signals, Systems & Computers Part 1 (of 2)
CityPacific Grove, CA, USA
Period11/4/9111/6/91

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