Sequential approach to asynchronous decision fusion

Vajira N S Samarasooriya, Pramod Kumar Varshney

Research output: Contribution to journalArticle

8 Scopus citations

Abstract

A decentralized detection system operating in asynchronous mode is presented. The local sensors generate their decisions asynchronously and convey them to a global decision maker (GDM). A sequential decision fusion scheme is implemented at the GDM in order to reach a global decision. It is assumed that local decisions are generated according to a Poisson process at each local sensor. A performance comparison with the equivalent fixed-sample size test is presented. Truncation of the sequential test is also addressed.

Original languageEnglish (US)
Pages (from-to)625-633
Number of pages9
JournalOptical Engineering
Volume35
Issue number3
StatePublished - Mar 1996

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Keywords

  • Asynchronous detection
  • Decision fusion
  • Distributed detection
  • Multisensor systems
  • Sensor fusion
  • Sequential analysis

ASJC Scopus subject areas

  • Atomic and Molecular Physics, and Optics

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