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

Liang Junli, Gao Li, Yang Shuyuan

科研成果: 书/报告/会议事项章节会议稿件同行评审

4 引用 (Scopus)

摘要

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.

源语言英语
主期刊名Proceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005
589-592
页数4
出版状态已出版 - 2005
已对外发布
活动2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005 - Hong Kong, 中国
期限: 13 12月 200516 12月 2005

出版系列

姓名Proceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005
2005

会议

会议2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005
国家/地区中国
Hong Kong
时期13/12/0516/12/05

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