Adaptive MIMO LS estimation technique via MSE criterion over a Markov channel model

Authors:
Hossein Dokhanchi;Abolfazl Falahati
Affiliations:
Iran University of Science and Technology (IUST), Tehran, Iran;Iran University of Science and Technology (IUST), Tehran, Iran
Venue:
ISCC '10 Proceedings of the The IEEE symposium on Computers and Communications
Year:
2010

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Tracking Performance of an Adaptive MIMO-OFDM LS Estimator via MSE Criterion Over a Wireless Time Correlated Fading Channel

Wireless Personal Communications: An International Journal

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Abstract

This paper presents a classical MIMO transmission with pilot aided sequences based on adaptive LS channel estimation in a correlated time varying. The complexity reduction in performance is obtained for the various forgetting factors derived through the simulation. It is realized that, as long as the correlation of the channel parameters at different time indexes exceeds, the value of forgetting factor has to be increase, reaching maximum value. The performance of channel estimation is considered by the MSE criterion of the estimated channel coefficients. The MSE of the channel coefficients is formulated analytically, employing the distinct pilot sequences to confirm how it matches the simulated result. It can be emphasized that the results verify a final relation that is independent of the number of antennas.