Name
Title | ||
|---|---|---|
Blind Multiuser Detection in MC-CDMA: Schmidt-Orthogonalization and Subspace Tracking Kalman Filtering |
Abstract | ||
|---|---|---|
We consider multiuser detection (MUD) to combat multiple access interference (MAI), the detrimental impairment for a multi-carrier code division multiple access (MC-CDMA) system. The celebrated method of projection approximation subspace tracking deflation (PASTd) has been shown to achieve a good trade-off between performance and complexity. To further reduce the complexity and improve the performance especially in the presence of multi-path fading, we propose a new, adaptive, blind MUD algorithm by jointly exploiting the useful signal processing tools of Schmidt-orthogonalization and subspace Kalman-filtering. The improved algorithm, termed Schmidt-orthogonalized PASTd with subspace Kalman-filtering (SPASTd&K), not only performs well in single- and multi-path fading alike, but is also robust against parameter-mismatch, and particularly advantageous in the present of strong multiple access interference. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1109/CMC.2011.50 | CMC |
Keywords | Field | DocType |
blind multiuser detection,celebrated method,strong multiple access interference,signal processing tools,kalman filters,multiple access interference,multicarrier code division multiple access system,schmidt-orthogonalized pastd,schmidt-orthogonalization,multipath fading,multi-path fading,adaptive blind mud algorithm,mc-cdma,code division multiple access,subspace kalman-filtering,subspace tracking kalman filtering,multiple access,blind mud algorithm,multiuser detection,projection approximation subspace tracking,projection approximation subspace tracking deflation,improved algorithm,signal to noise ratio,signal processing,approximation algorithms,fading,kalman filter | Approximation algorithm,Subspace topology,Fading,Control theory,Computer science,Signal-to-noise ratio,Multiuser detection,Algorithm,Kalman filter,Code division multiple access,Orthogonalization,Distributed computing | Conference |
ISBN | Citations | PageRank |
978-1-61284-312-4 | 0 | 0.34 |
References | Authors | |
5 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yinhui Yu | 1 | 0 | 1.69 |
| Jing (Tiffany) Li | 2 | 111 | 11.78 |
| Zhen Wang | 3 | 44 | 20.61 |
| Shingang Wang | 4 | 0 | 0.34 |
| Huichuan Zhang | 5 | 0 | 0.34 |