Title :
Low Complexity Wiener Filtering in CDMA Systems Using a Class of Pseudo-Noise Spreading Codes
Author :
Carvajal, Rodrigo ; Mahata, Kaushik ; Agüero, Juan C.
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Univ. of Newcastle, Newcastle, NSW, Australia
fDate :
9/1/2012 12:00:00 AM
Abstract :
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.
Keywords :
3G mobile communication; Global Positioning System; Wiener filters; code division multiple access; codes; signal detection; CDMA systems; Cholesky decomposition; Sherman-Morrison-Woodbury formula; code division multiple access; code-set Grammian; computationally efficient method; conjugate gradient method; global positional system; low complexity Wiener filtering; mobile third generation systems; pseudo-noise spreading codes; signal detection; wireless communications; Complexity theory; Eigenvalues and eigenfunctions; Global Positioning System; Gold; Mobile communication; Multiaccess communication; Vectors; CDMA; Gold Codes; Kasami sequences; Wiener filter; m-sequences;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2012.070512.121051