Frequency estimation and synchronization of frequency hopping signals based on reversible jump MCMC

Liang Junli, Gao Li, Yang Shuyuan

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

4 Scopus citations

Abstract

A reversible jump Markov chain Monte Carlo (RJMCMC) -based algorithm for frequency estimation and synchronization of frequency hopping signals is proposed in this paper. By using a two-hop signal model that incorporates the unknown hop transition time,an original Bayesian model of the received frequency hopping signals is formulated.We develop an efficient stochastic algorithm based on RJMCMC methods to perform the Bayesian computation. Some simulated examples are presented to illustrate the algorithm's performance.

Original languageEnglish
Title of host publicationProceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005
Pages589-592
Number of pages4
StatePublished - 2005
Externally publishedYes
Event2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005 - Hong Kong, China
Duration: 13 Dec 200516 Dec 2005

Publication series

NameProceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005
Volume2005

Conference

Conference2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005
Country/TerritoryChina
CityHong Kong
Period13/12/0516/12/05

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