Title :
Joint Symbol Timing and Channel Estimation in Two-Way Multiple Antenna Relay Networks
Author :
Jiang, Zhe ; Wang, Haiyan ; Ding, Zhi
Author_Institution :
Sch. of Marine Eng., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
We present investigation results on joint estimation of symbol timing synchronization and channel response in two-way multiple antenna relay networks that utilize amplify-and-forward (AF) relay strategy. With practically unknown relay channel gains and timing offset, optimum maximum likelihood (ML) estimation for joint timing recovery and channel estimation can be prohibitively complex. We develop a new Bayesian based Markov chain Monte Carlo (MCMC) algorithm and generalize our previous principle to a multiple antenna relay network to accomplish joint symbol timing recovery and effective channel estimation. Simulation results are provided to demonstrate the performance of the proposed algorithm.
Keywords :
Bayes methods; Markov processes; Monte Carlo methods; amplify and forward communication; channel estimation; maximum likelihood estimation; multifrequency antennas; relay networks (telecommunication); synchronisation; AF relay strategy; Bayesian based Markov chain Monte Carlo algorithm; MCMC algorithm; ML estimation; amplify-and-forward relay strategy; channel estimation; channel response; joint estimation; joint symbol timing recovery; joint timing recovery; optimum maximum likelihood estimation; relay channel gains; symbol timing synchronization; timing offset; two-way multiple antenna relay networks; Channel estimation; Joints; Maximum likelihood estimation; Relays; Synchronization;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2012 IEEE
Conference_Location :
Quebec City, QC
Print_ISBN :
978-1-4673-1880-8
Electronic_ISBN :
1090-3038
DOI :
10.1109/VTCFall.2012.6399294