Title :
A Semianalytical Performance Prediction Method for an Iterative MIMO MMSE Receiver With Forward and Backward Error Control
Author :
Huusko, J. ; Pyhtila, J. ; Juntti, M.
Author_Institution :
Dept. of Commun. Eng., Univ. of Oulu, Oulu, Finland
Abstract :
This paper proposes a semianalytical performance prediction method for an iterative receiver that processes signals arriving through a frequency-selective multiple-input multiple-output radio channel. Earlier results provide a distribution of the signal-to-interference-plus-noise ratio at the output of a frequency domain soft interference cancellation minimum mean square error equalizer, which is used to approximate the distribution of the log-likelihood ratios (LLRs) of the demapped bits. Mutual information transfer charts establish a bijective relationship between the variance of the LLRs and the mutual information. We assume a 3rd Generation Partnership Project compliant turbo code, whose transfer charts are simulated in advance. By approximating the LLR variance distribution of the demapped equalizer output, we can evaluate the probability of an intersection between an equalizer chart associated with a random channel realization and a fixed decoder chart. This probability provides the frame error rate. Our proposed prediction method allows horizontally and vertically encoded spatial multiplexing schemes. The vertically encoded scheme is complemented by the inclusion of the Chase combining hybrid automatic repeat request protocol. The proposed method allows reasonable receive antenna correlation.
Keywords :
MIMO communication; interference suppression; least mean squares methods; protocols; radio receivers; radiofrequency interference; receiving antennas; turbo codes; 3rd Generation Partnership Project; antenna; backward error control; fixed decoder chart; forward error control; frequency domain soft interference cancellation minimum mean square error equalizer; frequency-selective multiple-input multiple-output radio channel; iterative MIMO MMSE receiver; iterative receiver; log-likelihood ratios; mutual information transfer charts; semianalytical performance prediction; signal-to-interference-plus-noise ratio; turbo code; Decoding; Equalizers; Interference; Iterative decoding; MIMO; Receivers; Signal to noise ratio; Extrinsic information transfer (EXIT) chart analysis; frequency domain equalization; frequency-domain equalization; iterative processing; minimum mean square error; multiple-input multiple-output (MIMO) channels;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2014.2365802