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arXiv:1210.5314 (cs)
[Submitted on 19 Oct 2012 (v1), last revised 27 Oct 2012 (this version, v2)]

Title:Maximum Likelihood Algorithms for Joint Estimation of Synchronization Impairments and Channel in MIMO-OFDM System

Authors:Renu Jose, K. V. S. Hari
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Abstract:Maximum Likelihood (ML) algorithms, for the joint estimation of synchronization impairments and channel in Multiple Input Multiple Output-Orthogonal Frequency Division Multiplexing (MIMO-OFDM) system, are investigated in this work. A system model that takes into account the effects of carrier frequency offset, sampling frequency offset, symbol timing error, and channel impulse response is formulated. Cramér-Rao Lower Bounds for the estimation of continuous parameters are derived, which show the coupling effect among different impairments and the significance of the joint estimation. We propose an ML algorithm for the estimation of synchronization impairments and channel together, using grid search method. To reduce the complexity of the joint grid search in ML algorithm, a Modified ML (MML) algorithm with multiple one-dimensional searches is also proposed. Further, a Stage-wise ML (SML) algorithm using existing algorithms, which estimate fewer number of parameters, is also proposed. Performance of the estimation algorithms is studied through numerical simulations and it is found that the proposed ML and MML algorithms exhibit better performance than SML algorithm.
Comments: 18 pages, 5 figures, Submitted to IET Communications
Subjects: Information Theory (cs.IT)
Cite as: arXiv:1210.5314 [cs.IT]
  (or arXiv:1210.5314v2 [cs.IT] for this version)
  https://doi.org/10.48550/arXiv.1210.5314

Submission history

From: Renu Jose [view email]
[v1] Fri, 19 Oct 2012 05:03:24 UTC (109 KB)
[v2] Sat, 27 Oct 2012 16:28:39 UTC (106 KB)
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