Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/3897
Title: Measurement based threat aware drone base station deployment
Authors: Akarsu, Alper
Girici, Tolga
Keywords: Drone base stations
tactical networks
metaheuristic
urban warfare
Issue Date: Mar-2020
Publisher: Turkiye Klinikleri
Source: Akarsu, A. And Girici, T. (2020). Measurement based threat aware drone base station deployment. Turkish Journal of Electrical Engineering & Computer Sciences, 28(2), 1149-1163.
Abstract: Unmanned aerial vehicles are gaining importance with many civilian and military applications. Especially the surveillance, search/rescue, and military operations may have to be carried out in extremely constrained environments. In such scenarios, drone base stations (DBSs) have to provide communication services to the people at the ground. The ground users may have no access to the global positioning system (GPS); therefore, their locations have to be estimated using alternative techniques. Besides there may be threats in the environment, such as shooters. In this work, we address the problem of optimal DBS deployment under the aforementioned constraints. We propose a novel DBS deployment algorithm that uses estimated positions of ground users and threats. The proposed algorithm is based on receiver signal strength-based maximum likelihood estimate of user locations and K-means clustering supported heuristic that takes into account the positions of threats. Numerical results show that proposed algorithm performs close to the computation intensive near-optimal algorithm and strikes a good trade-off between the number of unserved users and the probability of DBSs not being hit.
URI: https://search.trdizin.gov.tr/yayin/detay/335141
https://hdl.handle.net/20.500.11851/3897
http://journals.tubitak.gov.tr/elektrik/issues/elk-20-28-2/elk-28-2-38-1907-183.pdf
ISSN: 1303-6203
1300-063
Appears in Collections:Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
TR Dizin İndeksli Yayınlar / TR Dizin Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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