Low Complexity Wiener Filtering in CDMA Systems Using a Class of Pseudo-Noise Spreading Codes
Code division multiple access (CDMA) has become a widely adopted technology for wireless communications, particularly in mobile third generation systems (3G) and global positional system (GPS). In CDMA, a particular class of pseudonoise (PN) spreading codes yields a code-set Grammian with only two d...
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Veröffentlicht in: | IEEE communications letters 2012-09, Vol.16 (9), p.1357-1360 |
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Sprache: | eng |
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Zusammenfassung: | Code division multiple access (CDMA) has become a widely adopted technology for wireless communications, particularly in mobile third generation systems (3G) and global positional system (GPS). In CDMA, a particular class of pseudonoise (PN) spreading codes yields a code-set Grammian with only two distinct eigenvalues. For these spreading codes, we propose a computationally efficient method for signal detection using Wiener filtering. Our approach relies on a matrix inversion step, where we gain in computational efficiency by using the Sherman-Morrison-Woodbury formula. The resulting approach involves significantly less computational load compared to popular approaches like Conjugate Gradient (CG) method and the (traditional) Cholesky decomposition. |
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ISSN: | 1089-7798 1558-2558 |
DOI: | 10.1109/LCOMM.2012.070512.121051 |