Joint pilot power adjustment and base station assignment for data traffic in cellular CDMA networks

Shabany, Mahdi and Navaie, Keivan (2004) Joint pilot power adjustment and base station assignment for data traffic in cellular CDMA networks. In: Advances in Wired and Wireless Communication, 2004 IEEE/Sarnoff Symposium on. IEEE, GBR, pp. 179-183. ISBN 0780382196

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Abstract

A novel framework to model the problem of downlink resource allocation in heterogeneous CDMA cellular networks is presented which leads to utilizing the network resources in more efficient way. First, to manage fundamental coverage-capacity tradeoff for the downlink, we propose the notion of effective area to develop a Base Station (BS) Pilot Power Adjustment (PPA) scheme. Using effective area, PPA periodically adjusts BS pilot power based on both traffic load and coverage area. After adjusting the pilot powers, we use the dynamic pricing platform to formulate downlink resource allocation based on a novel defined utility function. This utility function quantifies the degree of utilization of resources. As a matter of fact, using the defined utility function, we track users' channel fluctuations and their delay constraints along with the load conditions of all BSs. Unlike previous work, we solve the problem with the general objective of maximizing the total network utility instead of achieved utility of each BS. It is shown that this problem is equivalent to finding the optimum BS assignment throughout the network which is mapped to a Multi-dimensional Multiple-choice Knapsack Problem (MMKP). Since MMKP is NP-Hard, a polynomial-time suboptimal algorithm is then modified to develop an efficient base station assignment.

Item Type: Contribution in Book/Report/Proceedings
Subjects:
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 72670
Deposited By: ep_importer_pure
Deposited On: 27 Jan 2015 08:24
Refereed?: Yes
Published?: Published
Last Modified: 22 Jun 2019 00:26
URI: https://eprints.lancs.ac.uk/id/eprint/72670

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