DocumentCode
2655880
Title
Iterative (Turbo) Estimation and Detection Techniques for Frequency Selective Channels with Multiple Frequency Offsets in MIMO System
Author
Yu, Qiang ; Lambotharan, Sangarapillai
Author_Institution
Centre of Digital Signal Process., Cardiff Univ.
fYear
2007
fDate
22-25 April 2007
Firstpage
2015
Lastpage
2018
Abstract
We propose an iterative channel estimation and data detection technique for multiple-input multiple-output (MIMO) frequency selective channels with distinct frequency offsets (FOs) for each multipaths. The pilot symbols are generally inadequate to obtain an accurate estimate of the frequency offsets due to the limitation on the frequency resolution of the estimator. Therefore we initially use the pilot sequence for the estimation and equalization of the channel without consideration to frequency offsets, however we then use the soft estimates of the transmitted signal as a long pilot sequence to determine multiple frequency offsets and to refine the channel estimates iteratively. In the iterative channel estimator, the MIMO frequency selective channel is decoupled into multiple single-input single-output (SISO) flat fading sub-channels through appropriately cancelling both intersymbol-interference (ISI) and the inter-user-interference (IUI) from the received signal. The refined channel estimates and the corresponding frequency offset estimates are then obtained for each resolved MIMO multipath taps. We verify the detection performance using the BER curves and the estimation performance through comparison of the variance of the estimates with the corresponding Cramer-Rao lower bounds (CRLB).
Keywords
MIMO communication; channel estimation; equalisers; error statistics; fading channels; interference suppression; intersymbol interference; iterative methods; BER; Cramer-Rao lower bounds; MIMO multipath taps; MIMO system; channel equalization; data detection technique; frequency resolution; inter-user-interference cancellation; intersymbol-interference cancellation; iterative turbo channel estimation; multiple frequency offset estimation; multiple single-input single-output flat fading sub-channels; multiple-input multiple-output frequency selective channels; pilot sequence; Antennas and propagation; Bit error rate; Channel estimation; Frequency estimation; MIMO; Partial transmit sequences; Receiving antennas; Signal resolution; Transmitters; Transmitting antennas;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th
Conference_Location
Dublin
ISSN
1550-2252
Print_ISBN
1-4244-0266-2
Type
conf
DOI
10.1109/VETECS.2007.417
Filename
4212845
Link To Document