Title :
Multiuser Detection in Overloaded Synchronous CDMA using Modified Probabilistic Data Association
Author :
Jafarloo, A.M. ; Amindavar, Hamidreza
Author_Institution :
Amirkabir Univ. of Technol., Tehran, Iran
Abstract :
In synchronous CDMA, having more users than the signature length results in a singular correlation matrix. However, with a careful design of the correlations and with the help of the binary feature of user signals, good performance in a slightly overloaded system can still be achieved. However, the singularity of the correlation matrix does make the direct implementation of many multiuser detectors impossible. With the help of successive cancellation, taking inverse of a singular matrix is avoided.
Keywords :
code division multiple access; matrix algebra; multiuser detection; probability; modified probabilistic data association; multiuser detection; overloaded synchronous CDMA; singular correlation matrix; Code division multiplexing; Computational efficiency; Covariance matrix; Detectors; Impedance matching; Maximum likelihood detection; Multiaccess communication; Multiuser detection; Personal digital assistants; Signal design; Synchronous CDMA; multiuser detection; overloaded system; probabilistic data association; singular correlation matrix;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366767