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ML and MAP Channel Estimation for Distributed OneWay Relay Networks with Orthogonal Training
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作者 YAO Chenhong ZHANG Shun PEI Changxing 《China Communications》 SCIE CSCD 2015年第12期84-91,共8页
In this letter,we investigate the individual channel estimation for the classical distributed-space-time-coding(DSTC) based one-way relay network(OWRN) under the superimposed training framework.Without resorting to th... In this letter,we investigate the individual channel estimation for the classical distributed-space-time-coding(DSTC) based one-way relay network(OWRN) under the superimposed training framework.Without resorting to the composite channel estimation,as did in traditional work,we directly estimate the individual channels from the maximum likelihood(ML) and the maximum a posteriori(MAP) estimators.We derive the closed-form ML estimators with the orthogonal training designing.Due to the complicated structure of the MAP in-channel estimator,we design an iterative gradient descent estimation process to find the optimal solutions.Numerical results are provided to corroborate our studies. 展开更多
关键词 posteriori iterative estimator likelihood relay descent variance assumed iteration posed
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