Title :
Quality-of-Service Analysis for Linear Multiuser Detectors in the Uplink of a Wireless Network
Author :
Martínez-López, F.J. ; Campos-Delgado, D.U. ; Luna-Rivera, J.M. ; Arce-Santana, E.
Author_Institution :
CIEP, San Luis Potosf
Abstract :
In any wireless network is important to measure the quality-of-service (QoS) at the mobile units. Based on this information, the network will relocate their resources in order to achieve the performance specifications. Hence this objective motivates this paper, where analytical evaluations of the signal-to-noise plus interference ratio (SNIR) are carried out for each active user in a wireless communication system. In particular, this work studies the performance of linear detectors for direct-sequence code division multiple access (DS-CDMA) systems at different loading levels using singular value decomposition (SVD) techniques in the uplink channel. The QoS in terms of the SNIR are compared for the matched filter (MF), decorrelator, projector and minimum-mean-squared error (MMSE) detectors. In the analytical evaluations, two techniques are proposed to quantify the SNIR according to the multiple-access interference (MAI) and noise representation. The first one is based on an average of the MAI and noise information of all mobile users at the base station. The second approach relies on computing explicitly the interference for each active user. Simulation results show a performance comparison between both approaches, and a Monte-Carlo numerical evaluation in terms of the SNIR and the number of active users.
Keywords :
Monte Carlo methods; code division multiple access; interference (signal); noise; quality of service; radio links; radio networks; resource allocation; singular value decomposition; Monte-Carlo numerical evaluation; base station; direct-sequence code division multiple access systems; linear multiuser detectors; multiple-access interference; noise representation; performance specifications; quality of service analysis; resource relocation; signal-to-noise plus interference ratio; singular value decomposition; wireless communication system; wireless network uplink; Decorrelation; Detectors; Matched filters; Multiaccess communication; Multiple access interference; Quality of service; Signal analysis; Singular value decomposition; Wireless communication; Wireless networks;
Conference_Titel :
Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
Conference_Location :
Vigo
Print_ISBN :
978-1-4244-0754-5
Electronic_ISBN :
978-1-4244-0755-2
DOI :
10.1109/ISIE.2007.4374905