Subband Array Implementations for Space-Time Adaptive Processing

<p/> <p>Intersymbol interference (ISI) and cochannel interference (CCI) are two primary sources of signal impairment in mobile communications. In order to suppress both ISI and CCI, space-time adaptive processing (STAP) has been shown to be effective in performing spatio-temporal equaliz...

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Main Authors: Yang Kehu, Zhang Yimin, Amin Moeness G
Format: Article
Language:English
Published: SpringerOpen 2005-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:http://dx.doi.org/10.1155/ASP.2005.99
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author Yang Kehu
Zhang Yimin
Amin Moeness G
author_facet Yang Kehu
Zhang Yimin
Amin Moeness G
author_sort Yang Kehu
collection DOAJ
description <p/> <p>Intersymbol interference (ISI) and cochannel interference (CCI) are two primary sources of signal impairment in mobile communications. In order to suppress both ISI and CCI, space-time adaptive processing (STAP) has been shown to be effective in performing spatio-temporal equalization, leading to increased communication capacity as well as improved quality of service. The high complexity and slow convergence, however, often impede practical STAP implementations. Several subband array structures have been proposed as alternatives to STAP. These structures provide optimal or suboptimal steady-state performance with reduced implementation complexity and improved convergence performance. The purpose of this paper is to investigate the steady-state performance of subband arrays with centralized and localized feedback schemes, using different decimation rates. Analytical expressions of the minimum mean-square error (MMSE) performance are derived. The analysis assumes discrete Fourier transform (DFT)-based subband arrays and considers both unconstrained and constrained weight adaptations.</p>
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spelling doaj.art-c9b9688256d843ebb832e49ca05f21fc2022-12-21T17:56:51ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802005-01-0120051640351Subband Array Implementations for Space-Time Adaptive ProcessingYang KehuZhang YiminAmin Moeness G<p/> <p>Intersymbol interference (ISI) and cochannel interference (CCI) are two primary sources of signal impairment in mobile communications. In order to suppress both ISI and CCI, space-time adaptive processing (STAP) has been shown to be effective in performing spatio-temporal equalization, leading to increased communication capacity as well as improved quality of service. The high complexity and slow convergence, however, often impede practical STAP implementations. Several subband array structures have been proposed as alternatives to STAP. These structures provide optimal or suboptimal steady-state performance with reduced implementation complexity and improved convergence performance. The purpose of this paper is to investigate the steady-state performance of subband arrays with centralized and localized feedback schemes, using different decimation rates. Analytical expressions of the minimum mean-square error (MMSE) performance are derived. The analysis assumes discrete Fourier transform (DFT)-based subband arrays and considers both unconstrained and constrained weight adaptations.</p>http://dx.doi.org/10.1155/ASP.2005.99space-time adaptive processingsubband arrayarray processingmobile communicationsintersymbol interferencecochannel interference
spellingShingle Yang Kehu
Zhang Yimin
Amin Moeness G
Subband Array Implementations for Space-Time Adaptive Processing
EURASIP Journal on Advances in Signal Processing
space-time adaptive processing
subband array
array processing
mobile communications
intersymbol interference
cochannel interference
title Subband Array Implementations for Space-Time Adaptive Processing
title_full Subband Array Implementations for Space-Time Adaptive Processing
title_fullStr Subband Array Implementations for Space-Time Adaptive Processing
title_full_unstemmed Subband Array Implementations for Space-Time Adaptive Processing
title_short Subband Array Implementations for Space-Time Adaptive Processing
title_sort subband array implementations for space time adaptive processing
topic space-time adaptive processing
subband array
array processing
mobile communications
intersymbol interference
cochannel interference
url http://dx.doi.org/10.1155/ASP.2005.99
work_keys_str_mv AT yangkehu subbandarrayimplementationsforspacetimeadaptiveprocessing
AT zhangyimin subbandarrayimplementationsforspacetimeadaptiveprocessing
AT aminmoenessg subbandarrayimplementationsforspacetimeadaptiveprocessing