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A fast-convergence MIMO-BICM scheme
Thesis

A fast-convergence MIMO-BICM scheme

Jun-Yu Lin
Masters, 國立清華大學, 電機工程學系
2007

Abstract

多輸入多輸出位元交錯編碼 軟性干擾去除之最小平方檢測 期望值最大演算法 MIMO-BICM MMSE-SC EM algorithm
MIMO-BICM(Multi-input multi-output bit interleaved coded modulation) systems have been investigated prosperously in wireless communications. In this thesis, we propose a fast-convergence MIMO-BICM scheme with the EM (expectation-maximization) based channel estimation by designing the bit interleaver and the iterative decoding-detection-estimation algorithm. Since the specific structure of the proposed interleaver, the softoutput of the decoder can be fed back to the MMSE-SC (minimum mean square error with soft cancelation) detector and the estimator after a window length and then the detector and the channel estimator can immediately use these soft values within the same iteration. Hence, the proposed MIMOBICM scheme can achieve a faster speed of convergence as compared to the conventional MIMO-BICM scheme.

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