Title :
Threshold-based channel estimation for MSE optimization in OFDM systems
Author :
Jellali, Zakia ; Atallah, Leïla Najjar
Author_Institution :
Lab. COSIM, Higher Sch. of Commun. of Tunis, Tunis, Tunisia
Abstract :
In this paper, we describe a Threshold-Based Selection (TBS) approach for sparse channel estimation in an Orthogonal Frequency Division Multiplexing (OFDM) system. An optimal tap-tuned threshold is derived by minimizing the Mean Squares Error (MSE) per channel impulse response coefficient. Comparing the proposed TMSE approach to the Probabilistic Framework Estimator (PFE) and to former MSE optimization TBS algorithms using the criteria of Oliver, Kang and Rosati, shows its better performance in terms of true channel structure detection capacity and of channel response Normalized MSE (NMSE).
Keywords :
OFDM modulation; channel estimation; mean square error methods; optimisation; probability; MSE optimization TBS algorithms; MSE per channel impulse response coefficient; OFDM systems; PFE; TMSE approach; channel response NMSE; channel response normalized MSE; channel structure detection capacity; mean squares error per channel impulse response coefficient; optimal tap-tuned threshold; orthogonal frequency division multiplexing system; probabilistic framework estimator; sparse channel estimation; threshold-based channel estimation; Channel estimation; Estimation; Mean square error methods; OFDM; Optimization; Signal to noise ratio; MSE optimization; Sparse channel estimation; structured estimation; threshold-based detection;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-1068-0