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Title: | A dynamic spectrum management strategy based on cooperative bargaining framework |
Authors: | Paul, Ayan Maitra, Madhubanti Mandal, Swarup Sadhukhan, Samir K. Saha, Debashish |
Keywords: | Cooperative bargaining game Dynamic spectrum allocation Fairness Kalai-Smorodinsky bargaining solution Modified Thomson bargaining solution Nash bargaining solution |
Issue Date: | 2013 |
Publisher: | SCOPUS Engineering Applications of Artificial Intelligence |
Series/Report no.: | 26(10) |
Abstract: | This work proposes a dynamic and fair spectrum management strategy to be adopted by a service provider (SP). Here, we consider a scenario where multiple access networks (ANs) of different (not necessarily competing) technologies are owned by a single SP. We envisage that an SP employs an entity, called local spectrum controller (LSC), which manages a common pool of spectrum and is responsible for distributing the spectrum to individual ANs in a fair manner. Since the available spectrum is inadequate to satisfy the aggregate demand from all ANs simultaneously, LSC has to employ a dynamic spectrum allocation strategy. We have modeled the problem as an n-player cooperative bargaining game and have solved the problem with the help of solution techniques namely, Nash bargaining solution (NBS), Kalai-Smorodinsky bargaining solution (KSBS) and modified Thomson bargaining solution (MTBS). We have presented two novel heuristics to compute KSBS and MTBS. Moreover, a suitable utility function for the AN with respect to its received spectrum have been presented. We have also identified possible objectives of LSC (i.e.; SP), namely minimizing overall dissatisfaction (MOD) of heterogeneous network, maintaining equality of distribution (MED) and maximizing proportional fairness (MPF). Finally, we have compared performances of above solutions with max-min fairness solution and Shapley value solution with respect to the above objectives of LSC. � 2013 Elsevier Ltd. |
Description: | Paul, Ayan, BSNL, 547B, Garia Garden Marvel Castle, Kolkata 700084, India; Maitra, Madhubanti, Electrical Engineering Department, Jadavpur University, India; Mandal, Swarup, Wipro Technologies Limited, Kolkata, India; Sadhukhan, Samir K., MIS Group, Indian Institute of Management, Calcutta, Kolkata, India; Saha, Debashish, MIS Group, Indian Institute of Management, Calcutta, Kolkata, India ISSN/ISBN - 09521976 pp.2495-2503 DOI - 10.1016/j.engappai.2013.06.008 |
URI: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84887024843&doi=10.1016%2fj.engappai.2013.06.008&partnerID=40&md5=6014ec3f485c6eac327751e655836b4a https://ir.iimcal.ac.in:8443/jspui/handle/123456789/1087 |
Appears in Collections: | Management Information Systems |
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