Performance analysis of MVDR beam- former in WASN with sampling rate offsets and blind synchronization

D. Cherkassky, S. Markovich-Golan, S. Gannot

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In wireless acoustic sensor networks (WASNs), sampling rate offsets (SROs) between nodes are inevitable, and recognized as one of the challenges that have to be resolved for a coherent array processing. A simplified free-space propagation is considered with a single desired source impinging a WASNs from the far-field and contaminated by a diffuse noise. In this paper, we analyze the theoretical performance of a fixed superdirective beamformer (SDBF) in presence of SROs. The SDBF performance loss due to SROs is manifested as a distortion of the nominal beampattern and an excess noise power at the output of the beamformer. We also propose an iterative algorithm for SROs estimation. The theoretical results are validated by simulation.
Original languageAmerican English
Title of host publication23rd European Signal Processing Conference (EUSIPCO)
PublisherIEEE
StatePublished - 2015

Bibliographical note

Place of conference:Nice, France

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