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Dynamic Spectrum Sharing Optimization and Post-optimization Analysis with Multiple Operators in Cellular Networks

ASADUZZAMAN, Md, ABOZARIBA, Raouf and PATWARY, Mohammad (2017) Dynamic Spectrum Sharing Optimization and Post-optimization Analysis with Multiple Operators in Cellular Networks. IEEE Transactions on Wireless Communications. ISSN 1536-1276

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Abstract or description

Dynamic spectrum sharing aims to provide flexible spectrum usage and improve spectrum efficiency for cellular and non-cellular networks. We propose two optimization models using stochastic optimization algorithms in which the secondary operator (i) spends the minimal cost to achieve the target grade of service assuming unrestricted budget or (ii) gains the maximal profit to achieve the target grade of service assuming restricted budget. We assume that there are spectrum resources available for secondary operators to borrow under a merchant mode. Results obtained from each model are then compared with results derived from algorithms in which spectrum borrowings are random. Comparisons showed that the gain in the results obtained from our proposed stochastic-optimization framework is significantly higher than heuristic counterparts. Secondly, post-optimization performance analysis of the operators in the form of blocking probability in various scenarios is investigated to determine the probable performance gain and degradation of the secondary and primary operators respectively. We mathematically model the sharing agreement scenario and derive the closed form solution of blocking probabilities for each operator. Results show how the secondary operator perform in terms of blocking probability under various offered loads and sharing capacity.

Item Type: Article
Additional Information: © 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Uncontrolled Keywords: Dynamic spectrum sharing, spectrum allocation, merchant mode, spectrum pricing, aggregated channel allocation algorithms.
Faculty: School of Creative Arts and Engineering > Engineering
Depositing User: Md ASADUZZAMAN
Date Deposited: 07 Dec 2017 09:20
Last Modified: 24 Feb 2023 03:49

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