Interference-based dynamic pricing and radio resource management for WCDMA networks
Date
2005
Authors
Hew, S.
White, L.
Editors
Zander, J.
Slimane, B.
Slimane, B.
Advisors
Journal Title
Journal ISSN
Volume Title
Type:
Conference paper
Citation
Proceedings of the 2005 IEEE 61st Vehicular Technology Conference, pp. 1850-1854
Statement of Responsibility
Siew-Lee Hew ; White, L.B.
Conference Name
IEEE Vehicular Technology Conference (61st : 2005 : Stockholm, Sweden)
Abstract
In this paper, a new parameter, noise rise factor, that indicates the amount of interference generated by a call is suggested as a basis for setting price. We study the problem of optimal integrated dynamic pricing and radio resource management, in terms of resource allocation and call admission control, in an interference-limited network. The methods of dynamic programming are unsuitable for problems with large state spaces due to the "curse of dimensionality". To overcome this, we solve the problem using the simulation-based methods of neuro-dynamic programming. The results show that the optimal policy suggested provides significant average reward and congestion improvement over conventional policies that charge users based on their load factor.
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Dissertation Note
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Description
© Copyright 2005 IEEE