Title :
Iterative Channel Estimation and Equalization Techniques for Multipath Channels with Multiple Frequency Offsets
Author :
Yu, Qiang ; Lambotharan, Sangarapillai
Author_Institution :
Centre of Digital Signal Process., Cardiff Univ.
Abstract :
We provide an iterative joint channel estimation and data detection algorithm for multipath channels with multiple frequency offsets (FOs). Pilot symbols are generally not long enough to provide enough resolution to estimate frequency offsets. Hence we used initial pilot based channel estimation to generate soft decision of the transmitted signal using log likelihood ratios, and the frequency offsets were estimated using these soft estimates of the transmitted signal together with pilots. Using extensive simulation study, we demonstrated the convergence of this joint channel and frequency offsets estimation and data detection. We also showed the variances of the iterative channel and the frequency offset estimates using 26 pilot symbols attain the Cramer-Rao lower bound (CRLB) derived assuming all 142 symbols in the burst are pilot symbols
Keywords :
channel estimation; convergence of numerical methods; equalisers; frequency estimation; iterative methods; multipath channels; CRLB; Cramer-Rao lower bound; convergence; data detection algorithm; equalization technique; iterative joint channel estimation; multipath channel; multiple frequency offset estimation; pilot symbol; signal transmission; Additive noise; Channel estimation; Digital signal processing; Doppler shift; Equalizers; Frequency estimation; GSM; Multipath channels; Signal resolution; Transmitters;
Conference_Titel :
Communication systems, 2006. ICCS 2006. 10th IEEE Singapore International Conference on
Conference_Location :
Singapore
Print_ISBN :
1-4244-0411-8
Electronic_ISBN :
1-4244-0411-8
DOI :
10.1109/ICCS.2006.301445