DocumentCode
431718
Title
Performance analysis for pilot-embedded data-bearing approach in space-time coded MIMO systems
Author
Pirak, Chaiyod ; Wang, Z. Jane ; Liu, K. J Ray ; Jitapunkul, Somchai
Author_Institution
Dept. of Electr. & Comput. Eng., Maryland Univ., College Park, MD, USA
Volume
3
fYear
2005
fDate
18-23 March 2005
Abstract
This paper evaluates the performance of the data-bearing approach for pilot-embedding for joint data detection and channel estimation in space-time (ST) coded MIMO systems. Performance measures, such as the MMSE of channel estimation, Cramer-Rao lower bound (CRLB), and the Chernoff´s bound of the estimated-channel bit error rate (BER) for ST codes, are explored to examine the proposed scheme. The power allocation problem for data and pilot parts is also addressed by optimizing the probability-of-error upper-bound (PEUB) mismatched factor subject to certain constraints. Three kinds of data bearer and pilot structures are investigated via simulations, including time-multiplexing (TM)-based, ST-block-code (STBC)-based, and code-multiplexing (CM)-based data bearer and pilot matrices. Among these three structures, the CM-based scheme provides superior detection performance over the TM-based and the STBC-based schemes for nonquasistatic flat Rayleigh fading channels, while the performances of these three structures are quite close for quasi-static flat Rayleigh fading channels.
Keywords
MIMO systems; Rayleigh channels; block codes; channel estimation; error statistics; least mean squares methods; optimisation; signal detection; space-time codes; Cramer-Rao lower bound; MMSE; PEUB mismatched factor; ST-block-codes; code multiplexing; data bearer matrices; estimated-channel BER Chernoff bound; joint data detection/channel estimation; nonquasistatic flat Rayleigh fading channels; pilot matrices; pilot-embedded data-bearing method; power allocation problem; probability-of-error upper-bound optimization; quasi-static flat Rayleigh channels; space-time coded MIMO systems; time multiplexing; Bit error rate; Channel estimation; Channel state information; Detectors; Educational institutions; Fading; MIMO; Performance analysis; Power system modeling; Receiving antennas;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1415779
Filename
1415779
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