Title :
Spreading Codes Enabling Warp Converging Wiener Filters for Multiuser Detection in CDMA Systems
Author :
Wang, Xiaoli ; Ge, Hongya
Author_Institution :
Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol, Newark, NJ
Abstract :
It has been shown in our previous work [1][2] that for signal modes with a specially structured data covariance matrix, a warp (stable and predictable early) convergence can be achieved using the reduced-rank conjugate gradient (RRCG) Wiener filter (WF) for multiuser detection (MUD) in code division multiple access (CDMA) communication systems. In this work, we study various commonly used spreading codes that enable warp converging of the RRCG-WF. By analyzing the eigen-structure of the code set Grammian, we provide the exact number of convergence steps for different code sets. It turns out that this number varies from 1 to 4 based on different spreading sequences, implying greatly reduced computational complexity of the RRCG-WF for MUD in CDMA systems.
Keywords :
Wiener filters; code division multiple access; codes; conjugate gradient methods; covariance matrices; multiuser detection; CDMA system; code division multiple access; computational complexity; multiuser detection; reduced-rank conjugate gradient; spreading codes; structured data covariance matrix; warp converging Wiener filter; Communications Society; Convergence; Covariance matrix; Eigenvalues and eigenfunctions; Filtering; Gold; Multiaccess communication; Multiuser detection; Power control; Wiener filter;
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
DOI :
10.1109/ICC.2008.170