Joint Sparse Concentric Array Design for Frequency and Rotationally Invariant Beampattern

Yaakov Buchris, Israel Cohen, Jacob Benesty, Alon Amar

Research output: Contribution to journalArticlepeer-review

Abstract

Frequency-invariant concentric arrays are fundamental components in some real-world applications, like teleconferencing, voice service devices, underwater acoustics, and others, where the azimuthal arrival direction of the desired signal is varying. The fact that the demand for limited hardware and computational resources in such applications is essential, motivates the use of a sparse design which can optimize both the number of the required sensors and the complex weights of the beamformer. Herein, we propose a new greedy based joint-sparse design of frequency and rotationally invariant concentric arrays which preserves the properties of the designed directivity pattern for different azimuthal directions of steering. Simulation results show that the greedy sparse design, compared to uniform and random designs, gives superior performance in terms of array gain, and frequency and rotationally invariant beampattern, with a reasonable computational and hardware resources.

Original languageEnglish
Article number9043486
Pages (from-to)1143-1158
Number of pages16
JournalIEEE/ACM Transactions on Audio Speech and Language Processing
Volume28
DOIs
StatePublished - 2020

Keywords

  • Concentric arrays
  • frequency-invariant beamformer
  • greedy joint sparse
  • rotationally-invariant beamformer
  • superdirective beamformer

All Science Journal Classification (ASJC) codes

  • Computer Science (miscellaneous)
  • Acoustics and Ultrasonics
  • Computational Mathematics
  • Electrical and Electronic Engineering

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