Title :
A MIMO-OFDM channel estimation approach using time of arrivals
Author :
Wang, Z. Jane ; Han, Zhu ; Liu, K. J Ray
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of British Columbia, Vancouver, BC, Canada
fDate :
5/1/2005 12:00:00 AM
Abstract :
Channel estimation is critical in designing multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems for coherent detection and decoding. We propose a channel estimation scheme based on time of arrivals (TOAs) estimation. The TOAs are first determined using a variant of probabilistic data association (PDA) and employing the minimum description length principle, then the PDA is augmented by group decision feedbacks to refine the TOA estimates. With the channels of typical urban and hilly terrain delay profiles, simulation results, compared with the alternating projection (AP) and the Fourier transform based methods, show that the proposed scheme provides a promising accuracy-complexity trade-off for MIMO OFDM channel estimation.
Keywords :
Fourier transforms; MIMO systems; OFDM modulation; channel estimation; decoding; probability; time-of-arrival estimation; Fourier transform; MIMO-OFDM channel estimation; alternating projection; coherent decoding; coherent detection; multiple-input multiple-output systems; orthogonal frequency division multiplexing systems; probabilistic data association; time of arrivals estimation; Channel estimation; Decoding; Delay estimation; Feedback; Fourier transforms; Frequency estimation; MIMO; OFDM; Personal digital assistants; Wireless communication; Channel estimation; multiple-input multiple-output (MIMO); orthogonal frequency division multiplexing (OFDM); probabilistic data association (PDA); time of arrival (TOA);
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2005.847112