Bandwidth management in distributed sequential detection

Qi Cheng, Pramod K. Varshney, Kishan G. Mehrotra, Chilukuri K. Mohan

Research output: Contribution to journalArticle

17 Scopus citations

Abstract

The problem of distributed sequential detection in the presence of communication constraints is considered. The observations available at each sensor are first compressed to multibit sensor decisions and sent to the fusion center. At the fusion center, a sequential data fusion scheme is implemented in order to reach a global decision. An algorithm is developed for optimal bandwidth distribution among sensors under a fixed bandwidth constraint. Under symmetry and conditional independence assumptions, the algorithm can be simplified substantially: the cooperative quantizer design algorithm reduces to independent quantizer design. The case when communication bandwidth is the only constraint is also considered.

Original languageEnglish (US)
Pages (from-to)2954-2961
Number of pages8
JournalIEEE Transactions on Information Theory
Volume51
Issue number8
DOIs
StatePublished - Aug 1 2005

Keywords

  • Bandwidth management
  • Data fusion
  • Distributed detection
  • Hypothesis testing
  • Sequential detection

ASJC Scopus subject areas

  • Information Systems
  • Computer Science Applications
  • Library and Information Sciences

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