Spreading codes enabling warp converging Wiener filters for multiuser detection in CDMA systems
Document Type
Conference Proceeding
Publication Date
9-12-2008
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. ©2008 IEEE.
Identifier
51249121117 (Scopus)
ISBN
[9781424420742]
Publication Title
IEEE International Conference on Communications
External Full Text Location
https://doi.org/10.1109/ICC.2008.170
ISSN
05361486
First Page
866
Last Page
870
Recommended Citation
Wang, Xiaoli and Ge, Hongya, "Spreading codes enabling warp converging Wiener filters for multiuser detection in CDMA systems" (2008). Faculty Publications. 12692.
https://digitalcommons.njit.edu/fac_pubs/12692
