DocumentCode
1255846
Title
A subspace approach to blind space-time signal processing for wireless communication systems
Author
Van der Veen, Alle-Jan ; Talwar, Shilpa ; Paulraj, Arogyaswami
Author_Institution
Dept. of Electr. Eng., Delft Univ. of Technol., Netherlands
Volume
45
Issue
1
fYear
1997
fDate
1/1/1997 12:00:00 AM
Firstpage
173
Lastpage
190
Abstract
The two key limiting factors facing wireless systems today are multipath interference and multiuser interference. In this context, a challenging signal processing problem is the joint space-time equalization of multiple digital signals transmitted over multipath channels. We propose a blind approach that does not use training sets to estimate the transmitted signals and the space-time channel. Instead, this approach takes advantage of spatial and temporal oversampling techniques and the finite alphabet property of digital signals to determine the user symbol sequences. The problem of channels with largely differing and ill-defined delay spreads is discussed. The proposed approach is tested on actual channel data
Keywords
array signal processing; digital radio; digital signals; equalisers; estimation theory; interference suppression; land mobile radio; multipath channels; radiofrequency interference; signal sampling; blind space-time signal processing; delay spreads; finite alphabet property; joint space-time equalization; multipath channels; multipath interference; multiple digital signals; multiuser interference; spatial oversampling techniques; subspace approach; temporal oversampling techniques; user symbol sequences; wireless communication systems; Base stations; Blind equalizers; Context; Digital signal processing; Frequency; Multipath channels; Radiofrequency interference; Signal processing; Signal processing algorithms; Wireless communication;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.552215
Filename
552215
Link To Document