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arXiv 1202.3468cs.ITmath.ITstat.OT
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采用M-PSK调制的AF双向中继网络互易信道的部分盲估计

Partially-blind Estimation of Reciprocal Channels for AF Two-Way Relay Networks Employing M-PSK Modulation

Saeed Abdallah, Ioannis N. Psaromiligkos

摘要:

我们考虑放大转发双向中继的信道估计问题,假设信道互易性和M-PSK调制。在早期的工作中,部分盲最大似然估计是通过将数据视为确定性未知数而得到的。我们证明了该估计器在高信噪比(SNR)下以高概率逼近真实信道,但并不一致。然后,我们提出了一种替代的估计,这是一致的,并具有同样有利的高信噪比性能。我们还得到了无偏估计方差的Cramer-Rao界。

英文摘要:

We consider the problem of channel estimation for amplify-and-forward two-way relays assuming channel reciprocity and M-PSK modulation. In an earlier work, a partially-blind maximum-likelihood estimator was derived by treating the data as deterministic unknowns. We prove that this estimator approaches the true channel with high probability at high signal-to-noise ratio (SNR) but is not consistent. We then propose an alternative estimator which is consistent and has similarly favorable high SNR performance. We also derive the Cramer-Rao bound on the variance of unbiased estimators.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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