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https://hdl.handle.net/20.500.11851/1359
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Ceran, Elif Tuğçe | - |
dc.contributor.author | Erkılıç, Tuğçe | - |
dc.contributor.author | Uysal-Bıyıkoğlu, Elif | - |
dc.contributor.author | Girici, Tolga | - |
dc.contributor.author | Leblebicioğlu, Kemal | - |
dc.date.accessioned | 2019-06-26T07:43:38Z | |
dc.date.available | 2019-06-26T07:43:38Z | |
dc.date.issued | 2017-04 | |
dc.identifier.citation | Ceran, E. T., Erkilic, T., Uysal?Biyikoglu, E., Girici, T., & Leblebicioglu, K. (2017). Optimal energy allocation policies for a high altitude flying wireless access point. Transactions on Emerging Telecommunications Technologies, 28(4), e3034. | en_US |
dc.identifier.issn | 2161-3915 | |
dc.identifier.uri | https://onlinelibrary.wiley.com/doi/full/10.1002/ett.3034 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.11851/1359 | - |
dc.description.abstract | Inspired by recent industrial efforts towards high altitude flying wireless access points powered by renewable energy, an online resource allocation problem for a mobile access point travelling at high altitude is formulated. The access point allocates its resources (available energy) to maximise the total utility (reward) provided to a sequentially observed set of users demanding service. The problem is formulated as a 0/1 dynamic knapsack problem with incremental capacity over a finite time horizon, and the solution of which is quite open in the literature. We address the problem through deterministic and stochastic formulations followed by a model where the statistics of the underlying processes are not known and learned through rule-based and neural network approaches. For the deterministic problem, several online approximations including optimisation via genetic algorithm and rule-based approach are proposed based on an instantaneous threshold that can adapt to short-time-scale dynamics. For the stochastic model, after showing the optimality of a threshold-based solution on a dynamic programming formulation, an approximate threshold-based policy is obtained. The performances of proposed policies are compared with that of the optimal solution obtained through dynamic programming. Copyright (C) 2016 John Wiley & Sons, Ltd. | en_US |
dc.description.sponsorship | E. Uysal-Biyikoglu was supported by a Science Academy BAGEP award and in part through the E-CROPS project funded by TUBITAK. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Wiley | en_US |
dc.relation.ispartof | Transactions On Emerging Telecommunications Technologies | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | Unmanned aerial vehicles (UAV) | en_US |
dc.subject | Ad hoc networks | en_US |
dc.subject | vehicles UAVs | en_US |
dc.title | Optimal Energy Allocation Policies for a High Altitude Flying Wireless Access Point | en_US |
dc.type | Article | en_US |
dc.department | Faculties, Faculty of Engineering, Department of Electrical and Electronics Engineering | en_US |
dc.department | Fakülteler, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümü | tr_TR |
dc.identifier.volume | 28 | |
dc.identifier.issue | 4 | |
dc.authorid | 0000-0002-5705-4806 | - |
dc.identifier.wos | WOS:000400760700008 | en_US |
dc.identifier.scopus | 2-s2.0-84961266560 | en_US |
dc.institutionauthor | Girici, Tolga | - |
dc.identifier.doi | 10.1002/ett.3034 | - |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.identifier.scopusquality | Q2 | - |
item.openairetype | Article | - |
item.languageiso639-1 | en | - |
item.grantfulltext | none | - |
item.fulltext | No Fulltext | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.cerifentitytype | Publications | - |
crisitem.author.dept | 02.5. Department of Electrical and Electronics Engineering | - |
Appears in Collections: | Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection |
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