Title :
Pilot symbol initiated iterative channel estimation and decoding for QAM modulated OFDM signals
Author :
Lee, Jong-Ho ; Kim, Yong-Hwa ; Kim, Seong-Cheol ; Han, Jae Choong
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., South Korea
Abstract :
In this paper, we consider the iterative channel estimation and decoding algorithms for quadrature amplitude modulation (QAM) modulated orthogonal frequency division multiplexing (OFDM) signals. We first describe the optimal sequence estimation based on the expectation-maximization (EM) algorithm. Using some approximations, we propose a sub-optimal iterative channel estimation and decoding algorithm, which is shown to have reduced computational complexity. The bit error rate (BER) performances of the proposed algorithm are evaluated using computer simulations. The results show that the proposed algorithm performs nearly as well as the optimal EM algorithm, and outperforms the conventional minimum mean square error (MMSE) estimator.
Keywords :
OFDM modulation; channel estimation; error statistics; iterative decoding; least mean squares methods; optimisation; quadrature amplitude modulation; sequential estimation; BER; MMSE estimator; OFDM signal; QAM; bit error rate performance; expectation maximization algorithm; iterative decoding algorithm; minimum mean square error; orthogonal frequency division multiplexing signal; pilot symbol initiated iterative channel estimation; quadrature amplitude modulation; sequence estimation; Amplitude modulation; Bit error rate; Channel estimation; Computational complexity; Frequency modulation; Iterative algorithms; Iterative decoding; OFDM modulation; Performance evaluation; Quadrature amplitude modulation;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual
Print_ISBN :
0-7803-7757-5
DOI :
10.1109/VETECS.2003.1207842