DocumentCode :
3161365
Title :
Prediction of frequency selective SIMO channels
Author :
Palleit, Nico ; Weber, Tobias
Author_Institution :
Inst. of Commun. Eng., Univ. of Rostock, Rostock, Germany
fYear :
2011
fDate :
11-14 Sept. 2011
Firstpage :
1428
Lastpage :
1432
Abstract :
Many sophisticated transmission techniques, e.g., Tomlinson-Harashima precoding and bit loading require transmitter side channel state information. In frequency division duplex systems, only receiver side channel state information can be achieved by estimating the channel state information based on a priori known training signals. One possibility to obtain transmitter side channel state information is the prediction of the channel state information. Thus, prediction of the frequency selective channel transfer functions in multiple antenna systems is essential in order to exploit sophisticated transmission techniques. In this paper different prediction techniques are investigated. The performance of the prediction schemes are evaluated by means of real world measurements. The prediction is done by filtering the known channel transfer functions. The challenge is to adjust the filter coefficients. We present the Wiener filter solution. The Wiener filter solution needs the knowledge of the second-order channel statistics. Different techniques of achieving the second order channel statistics will be investigated. One of the presented techniques needs a feedback channel, which decreases the spectral efficiency. Furthermore, we will present the covariance method, which does not need any statistical information. The performance evaluation results show that the Wiener filter solution with feedback channel outperforms all other techniques in our measured indoor scenario.
Keywords :
MIMO communication; Wiener filters; antenna arrays; channel coding; channel estimation; filtering theory; frequency division multiplexing; higher order statistics; transfer functions; Tomlinson-Harashima precoding; Wiener filter solution; bit loading; covariance method; feedback channel; filter coefficients; frequency division duplex systems; frequency selective SIMO channel prediction; frequency selective channel transfer functions; multiple antenna systems; prediction techniques; receiver side channel state information; second-order channel statistics; sophisticated transmission techniques; training signals; transmitter side channel state information estimation; Antenna measurements; Broadband antennas; Channel estimation; Channel models; Correlation; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2011 IEEE 22nd International Symposium on
Conference_Location :
Toronto, ON
ISSN :
pending
Print_ISBN :
978-1-4577-1346-0
Electronic_ISBN :
pending
Type :
conf
DOI :
10.1109/PIMRC.2011.6139737
Filename :
6139737
Link To Document :
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