DocumentCode :
392177
Title :
Optimal link adaptation in wideband CDMA systems
Author :
Holliday, Tim ; Goldsmith, Andrea ; Glynn, Peter
Author_Institution :
Stanford Univ., CA, USA
Volume :
1
fYear :
2002
fDate :
17-21 Nov. 2002
Firstpage :
721
Abstract :
We develop a general framework for optimizing link adaptation for multiuser CDMA systems in the wideband limit. The framework is then used to solve for the optimal power control policy that minimizes average transmit power while satisfying a constraint on the per-user probability of packet loss due to deadline expiration. The optimal link adaptation is found through an infinite horizon dynamic program. Typical dynamic programming formulations do not perform well for CDMA systems since the size of the problem grows exponentionally with the number of users. We show that in the limiting regime of long spreading codes and large numbers of, users the problem size collapses to that of a single user formulation, allowing us to solve previously intractable problems. In particular, we consider a concrete example of power control in a CDMA system with deadline constrained traffic. We solve for the optimal power control policy and examine the tradeoffs between power consumption, probability of deadline expiration, and number of users In the system. Finally we present simulation results evaluating the accuracy of the wideband limit when used as an approximation for finite bandwidth systems. We show that the optimal power control and resulting performance for the limiting regime is a reasonable approximation for the large bandwidths expected in next generation wireless systems.
Keywords :
broadband networks; cellular radio; code division multiple access; dynamic programming; multimedia communication; multiuser channels; packet radio networks; power control; probability; radio links; spread spectrum communication; telecommunication control; average transmit power; cellular radio; deadline constrained traffic; deadline expiration probability; dynamic programming; infinite horizon dynamic program; long spreading codes; mean field approximation; multimedia services; multiuser CDMA systems; next generation wireless systems; optimal link adaptation; optimal power control policy; per-user packet loss probability; power consumption; power control; simulation results; single user formulation; wideband CDMA systems; wideband limit accuracy; Bandwidth; Concrete; Dynamic programming; Energy consumption; Infinite horizon; Multiaccess communication; Power control; Propagation losses; Traffic control; Wideband;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE
Print_ISBN :
0-7803-7632-3
Type :
conf
DOI :
10.1109/GLOCOM.2002.1188173
Filename :
1188173
Link To Document :
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