Stochastic Approximation Methods for Decentralized Control of Multiaccess Communications

Research output: Contribution to journalArticle

Abstract

Strategies based on stochastic approximation are suggested for controlling the transmission probabilities of stations sharing a collision access communication channel. Examples include strategies based on acknowledgment feedback only, and strategies suitable for frequency-hopped spread spectrum channels. The strategies provide for the incorporation of priorities among the stations. A Lyapunov-like function is constructed to prove global stability of the ordinary differential equation which is approximated by the system, and a design methodology based on minimizing a cost function is given. Preliminary results on transmission control in a nonbroadcast network are presented.

Original languageEnglish (US)
Pages (from-to)176-184
Number of pages9
JournalIEEE Transactions on Information Theory
Volume31
Issue number2
DOIs
StatePublished - Mar 1985

ASJC Scopus subject areas

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

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