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Minimum-Error-Probability CFO Estimation for Multiuser MIMO-OFDM Systems

Dutta, Amit Kumar and Hari, KVS and Hanzo, Lajos (2015) Minimum-Error-Probability CFO Estimation for Multiuser MIMO-OFDM Systems. In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 64 (7). pp. 2804-2818.

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Official URL: http://dx.doi.org/10.1109/TVT.2014.2349075

Abstract

We consider carrier frequency offset (CFO) estimation in the context of multiple-input multiple-output (MIMO) orthogonal frequency-division multiplexing (OFDM) systems over noisy frequency-selective wireless channels with both single- and multiuser scenarios. We conceived a new approach for parameter estimation by discretizing the continuous-valued CFO parameter into a discrete set of bins and then invoked detection theory, analogous to the minimum-bit-error-ratio optimization framework for detecting the finite-alphabet received signal. Using this radical approach, we propose a novel CFO estimation method and study its performance using both analytical results and Monte Carlo simulations. We obtain expressions for the variance of the CFO estimation error and the resultant BER degradation with the single- user scenario. Our simulations demonstrate that the overall BER performance of a MIMO-OFDM system using the proposed method is substantially improved for all the modulation schemes considered, albeit this is achieved at increased complexity.

Item Type: Journal Article
Additional Information: Copy right for this article belongs to the IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA
Keywords: Channel estimation; least squares (LS); maximum a posteriori (MAP); maximum likelihood (ML); minimum error probability (MEP); multiple-input multiple-output (MIMO) orthogonal frequency-division multiplexing (OFDM); 3GPP long-term evolution (LTE)
Department/Centre: Division of Electrical Sciences > Electrical Communication Engineering
Depositing User: Id for Latest eprints
Date Deposited: 19 Aug 2015 06:03
Last Modified: 19 Aug 2015 06:03
URI: http://eprints.iisc.ac.in/id/eprint/52151

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