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A mathematical optimization approach for cellular radio network planning with co-siting

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dc.contributor.author Al-Kanj L.
dc.contributor.author Dawy Z.
dc.contributor.author Turkiyyah G.
dc.contributor.editor
dc.date 2012
dc.date.accessioned 2017-10-04T11:07:08Z
dc.date.available 2017-10-04T11:07:08Z
dc.date.issued 2012
dc.identifier 10.1007/s11276-012-0415-6
dc.identifier.isbn
dc.identifier.issn 10220038
dc.identifier.uri http://hdl.handle.net/10938/14365
dc.description.abstract Wireless network operators are continuously enhancing their networks by deploying newly developed wireless technologies. In order to reduce the deployment costs, the operators try to reuse as many components of the existing networks as possible. This includes the possibility of reusing base station sites in order to reduce costs such as site rental, site acquisition, and backhaul connectivity. In this paper, we model the problem of base station co-siting as a nested mixed integer optimization problem in order to optimize target objectives that are a function of performance and cost. The formulated problem takes as input an area of interest with existing fixed sites and obtains as output the optimal number and locations of required sites including newly deployed and co-sited with the fixed sites. The goal is to minimize the deployment cost of the new network by reusing as many existing sites of the existing network as possible while guaranteeing that the outage probability is below a target threshold. We propose and implement an algorithm to solve the formulated optimization problem as a function of the mobile station distribution and the existing fixed site locations. A UMTS-GSM co-siting scenario is used as a case study in order to evaluate the performance of the proposed algorithm. Results show that the optimal solution depends on the mobile station distribution and the existing sites in addition to a threshold parameter that provides a tradeoff between the deployment cost and the outage probability. © Springer Science+Business Media, LLC 2012.
dc.format.extent
dc.format.extent Pages: (507-521)
dc.language English
dc.publisher DORDRECHT
dc.relation.ispartof Publication Name: Wireless Networks; Publication Year: 2012; Volume: 18; no. 5; Pages: (507-521);
dc.relation.ispartofseries
dc.relation.uri
dc.source Scopus
dc.subject.other
dc.title A mathematical optimization approach for cellular radio network planning with co-siting
dc.type Article
dc.contributor.affiliation Al-Kanj, L., Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon
dc.contributor.affiliation Dawy, Z., Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon
dc.contributor.affiliation Turkiyyah, G., Department of Computer Science, American University of Beirut, Beirut, Lebanon
dc.contributor.authorAddress Al-Kanj, L.; Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon; email: lka06@aub.edu.lb
dc.contributor.authorCorporate University: American University of Beirut; Faculty: Faculty of Engineering and Architecture; Department: Electrical and Computer Engineering;
dc.contributor.authorDepartment Electrical and Computer Engineering
dc.contributor.authorDivision
dc.contributor.authorEmail lka06@aub.edu.lb; zd03@aub.edu.lb; gt02@aub.edu.lb
dc.contributor.authorFaculty Faculty of Engineering and Architecture
dc.contributor.authorInitials Al-Kanj, L
dc.contributor.authorInitials Dawy, Z
dc.contributor.authorInitials Turkiyyah, G
dc.contributor.authorOrcidID
dc.contributor.authorReprintAddress Al-Kanj, L (reprint author), Amer Univ Beirut, Dept Elect and Comp Engn, Beirut, Lebanon.
dc.contributor.authorResearcherID
dc.contributor.authorUniversity American University of Beirut
dc.description.cited Abdel Khalek A., 2010, P INT C TEL ICT 2010; Akl R. G., 1999, P IEEE WIR COMM NETW; Akl RG, 2001, IEEE T VEH TECHNOL, V50, P711, DOI 10.1109-25.933307; Al-Kanj L., 2009, P INT C COMM ICC 200; Amaldi E., 2003, P IEEE WIR COMM NETW; Amaldi E, 2003, IEEE T WIREL COMMUN, V2, P939, DOI 10.1109-TWC.2003.817438; Amaldi E, 2008, WIREL NETW, V14, P435, DOI 10.1007-s11276-006-0729-3; Amaldi E., 2001, IEEE VTS VEH TECHNOL; [Anonymous], 2006, 82 ECC; Chevallier C, 2006, WCDMA UMTS DEPLOYMEN; Du Q, 1999, SIAM REV, V41, P637, DOI 10.1137-S0036144599352836; Du Q, 2006, SIAM J NUMER ANAL, V44, P102, DOI 10.1137-040617364; Eisenblatter A., 2004, WIOPT 04 WORKSH; Eisenblatter A., 2004, ZR0415 ZIB; Eisenblatter A., 2002, ZR0216 ZIB; Eizenbltter A., 2006, IEEE WIREL COMMUN, V13, P8; GILHOUSEN KS, 1991, IEEE T VEH TECHNOL, V40, P303, DOI 10.1109-25.289411; HOLMA H, 2004, WCDMA UMTS RADIO ACC; Holma H., 2007, IEEE VTS VEH TECHNOL; Kalvanes K. J., 2006, INFORMS J COMPUT, V18, P366; Laiho J., 2006, RADIO NETWORK PLANNI; Matha B., 1999, RADIO PROPAGATION CE; NEWMAN DJ, 1982, IEEE T INFORM THEORY, V28, P137, DOI 10.1109-TIT.1982.1056492; Ngatchou P., 2005, P INT C INT SYST APP; Noblet C. M. H., 2001, P 3G MOB COMM TECHN; RAHNEMA M, 2008, UMTS NETWORK PLANNIN; Yang J, 2007, IET COMMUN, V1, P1007, DOI [10.1049-iet-com:20060495, 10.1049-ict-com:20060495]
dc.description.citedCount 2
dc.description.citedTotWOSCount 1
dc.description.citedWOSCount 1
dc.format.extentCount 15
dc.identifier.articleNo
dc.identifier.coden WINEF
dc.identifier.pubmedID
dc.identifier.scopusID 84865325378
dc.identifier.url
dc.publisher.address VAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS
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dc.relation.ispartofConferenceDate
dc.relation.ispartofConferenceHosting
dc.relation.ispartofConferenceLoc
dc.relation.ispartofConferenceSponsor
dc.relation.ispartofConferenceTitle
dc.relation.ispartofFundingAgency
dc.relation.ispartOfISOAbbr Wirel. Netw.
dc.relation.ispartOfIssue 5
dc.relation.ispartOfPart
dc.relation.ispartofPubTitle Wireless Networks
dc.relation.ispartofPubTitleAbbr Wireless Networks
dc.relation.ispartOfSpecialIssue
dc.relation.ispartOfSuppl
dc.relation.ispartOfVolume 18
dc.source.ID WOS:000305059500004
dc.type.publication Journal
dc.subject.otherAuthKeyword Base station co-siting
dc.subject.otherAuthKeyword Network dimensioning
dc.subject.otherAuthKeyword Network optimization
dc.subject.otherAuthKeyword UMTS-GSM co-siting
dc.subject.otherAuthKeyword Wireless network deployment
dc.subject.otherChemCAS
dc.subject.otherIndex Area of interest
dc.subject.otherIndex Cellular radio networks
dc.subject.otherIndex Co-siting
dc.subject.otherIndex Deployment costs
dc.subject.otherIndex Fixed site
dc.subject.otherIndex Formulated problems
dc.subject.otherIndex Mathematical optimizations
dc.subject.otherIndex Mixed integer optimization
dc.subject.otherIndex Mobile station
dc.subject.otherIndex Network deployment
dc.subject.otherIndex Network dimensioning
dc.subject.otherIndex Network operator
dc.subject.otherIndex Network optimization
dc.subject.otherIndex Optimal number
dc.subject.otherIndex Optimal solutions
dc.subject.otherIndex Optimization problems
dc.subject.otherIndex Outage probability
dc.subject.otherIndex Site acquisition
dc.subject.otherIndex Threshold parameters
dc.subject.otherIndex Wireless technologies
dc.subject.otherIndex Algorithms
dc.subject.otherIndex Base stations
dc.subject.otherIndex Integer programming
dc.subject.otherIndex Optimization
dc.subject.otherIndex Probability distributions
dc.subject.otherIndex Wireless networks
dc.subject.otherIndex Wireless telecommunication systems
dc.subject.otherIndex Cost reduction
dc.subject.otherKeywordPlus CENTROIDAL VORONOI TESSELLATIONS
dc.subject.otherKeywordPlus BASE STATION LOCATION
dc.subject.otherKeywordPlus ALGORITHMS
dc.subject.otherWOS Computer Science, Information Systems
dc.subject.otherWOS Engineering, Electrical and Electronic
dc.subject.otherWOS Telecommunications


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