DocumentCode
401289
Title
A blind MUSIC-based algorithm for user identification in multiuser DS-CDMA
Author
Haghighat, Afshin ; Soleymani, M. Reza
Author_Institution
Concordia Univ., Montreal, Que., Canada
Volume
5
fYear
2003
fDate
1-5 Dec. 2003
Firstpage
2447
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.
Keywords
code division multiple access; eigenvalues and eigenfunctions; identification; signal classification; spread spectrum communication; statistical analysis; blind MUSIC-based algorithm; code division multiple access; eigenvalue decomposition; multiple signal classification; multiuser DS-CDMA; second order statistic; spreading code; subspace decomposition; user identification; Base stations; Classification algorithms; Eigenvalues and eigenfunctions; Multiaccess communication; Multiple access interference; Multiple signal classification; Multiuser detection; Receivers; Statistics; Timing;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Telecommunications Conference, 2003. GLOBECOM '03. IEEE
Print_ISBN
0-7803-7974-8
Type
conf
DOI
10.1109/GLOCOM.2003.1258676
Filename
1258676
Link To Document