Title
A MUSIC-based algorithm for blind user identification in multiuser DS-CDMA
Abstract
A blind scheme based on multiple-signal classification (MUSIC) algorithm for user identification in a synchronous multiuser code-division multiple-access (CDMA) system is suggested. The scheme is blind in the sense that it does not require prior knowledge of the spreading codes. Spreading codes and users' power are acquired by the scheme. Eigenvalue decomposition (EVD) is performed on the received signal, and then all the valid possible signature sequences are projected onto the subspaces. However, as a result of this process, some false solutions are also produced and the ambiguity seems unresolvable. Our approach is to apply a transformation derived from the results of the subspace decomposition on the received signal and then to inspect their statistics. It is shown that the second-order statistics of the transformed signal provides a reliable means for removing the false solutions.
Year
DOI
Venue
2005
10.1155/ASP.2005.649
EURASIP J. Adv. Sig. Proc.
Keywords
Field
DocType
multiuser ds-cdma,blind user identification,synchronous multiuser code-division multiple-access,eigenvalue decomposition,blind scheme,music-based algorithm,second-order statistic,subspace decomposition,reliable mean,multiple-signal classification,prior knowledge,false solution,spreading code
Computer science,Subspace decomposition,Algorithm,Linear subspace,Eigendecomposition of a matrix,Order statistic,Code division multiple access,System identification,Ambiguity,Eigenvalues and eigenvectors
Journal
Volume
Issue
ISSN
2005,
5
1687-6180
Citations 
PageRank 
References 
2
0.39
6
Authors
2
Name
Order
Citations
PageRank
Afshin Haghighat1665.40
M. Reza Soleymani211127.74