In this paper, we consider joint estimation of the channel length and of the impulse response for OFDM systems, exploiting information criteria, to find the best trade-off between noise rejection and channel description accuracy. So far, information criteria have not been considered practical channel estimation methods, due to their prohibitive complexity. We show how to make them affordable, performing channel estimation in a recursive way that allows to establish the optimal channel length with a moderate incremental cost. Focusing on the 802.11 wireless LAN family, we investigate several cases, applying the joint channel length and impulse response estimation to many scenarios, ranging from the simplest pilot-aided channel estimation based on training sequences, to the most challenging data-aided channel tracking, driven either by detected or decoded symbols. In all cases, the performance and robustness are very good, with a very small increase in complexity w.r.t. estimation methods that assume fixed channel length.

Efficient OFDM Channel Estimation via an Information Criterion

TOMASONI, ALESSANDRO;BELLINI, SANDRO;FERRARI, MARCO PIETRO;
2012-01-01

Abstract

In this paper, we consider joint estimation of the channel length and of the impulse response for OFDM systems, exploiting information criteria, to find the best trade-off between noise rejection and channel description accuracy. So far, information criteria have not been considered practical channel estimation methods, due to their prohibitive complexity. We show how to make them affordable, performing channel estimation in a recursive way that allows to establish the optimal channel length with a moderate incremental cost. Focusing on the 802.11 wireless LAN family, we investigate several cases, applying the joint channel length and impulse response estimation to many scenarios, ranging from the simplest pilot-aided channel estimation based on training sequences, to the most challenging data-aided channel tracking, driven either by detected or decoded symbols. In all cases, the performance and robustness are very good, with a very small increase in complexity w.r.t. estimation methods that assume fixed channel length.
Proceedings of IEEE International Conference on Communications 2012
978-1-4577-2052-9
Channel estimation; channel smoothing; channel length estimation; OFDM; Levinson recursion; Akaike criterion
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/685848
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