Title :
Adaptive filtering for OFDM systems with frequency-domain oversampling
Author :
Shi, Qinghua ; Karasawa, Y.
Author_Institution :
Dept. of Electron. Eng., Univ. of Electro-Commun., Chofu, Japan
Abstract :
Orthogonal frequency-division multiplexing is sensitive to frequency offset between transmit and receive carriers. In this paper, frequency-domain oversampling is applied to tackle this problem. Our approach is motivated by the duality between time and frequency domains and the fact that time-domain oversampling has been successfully used to deal with timing errors. Theoretical minimum mean-square error (MSE) is first adopted as a performance measure to show that the proposed approach is robust against frequency offset, particularly when the frequency offset is within a limited range. Next, two commonly used adaptive filtering algorithms, namely, least-mean-square (LMS) and recursive least-squares (RLS), are discussed. Their performance is investigated in terms of convergence rate, steady-state MSE, and sensitivity to frequency offset.
Keywords :
OFDM modulation; adaptive filters; frequency-domain analysis; least mean squares methods; recursive estimation; time-domain analysis; OFDM systems; adaptive filtering; frequency offset sensitivity; frequency-domain oversampling; orthogonal frequency division multiplexing; recursive least squares; steady-state MSE; theoretical minimum mean square error; time-domain oversampling; Adaptive filters; Filtering algorithms; Frequency division multiplexing; Frequency domain analysis; Frequency measurement; OFDM; Particle measurements; Robustness; Time domain analysis; Timing;
Conference_Titel :
Communications, 2009. APCC 2009. 15th Asia-Pacific Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-4784-8
Electronic_ISBN :
978-1-4244-4785-5
DOI :
10.1109/APCC.2009.5375658