DocumentCode
1473849
Title
Femtocell Base Station Deployment in Commercial Buildings: A Global Optimization Approach
Author
Liu, Jia ; Kou, Tianyou ; Chen, Qian ; Sherali, Hanif D.
Author_Institution
Dept. of Electr. & Comput. Eng., Ohio State Univ., Columbus, OH, USA
Volume
30
Issue
3
fYear
2012
fDate
4/1/2012 12:00:00 AM
Firstpage
652
Lastpage
663
Abstract
While the deployment of femtocell in residential buildings has firmly positioned it as a major performance leap in wireless communications, its deployment in commercial buildings remains under-explored. In commercial building environments, the femtocell base station (FBS) placement planning is particularly challenging due to the impact of the building size, layout, structure, and wall/floor separation. In this paper, we study the problem of jointly optimizing FBS placement and power control in commercial building environments to prolong the battery life for mobile handsets. We first propose a mathematical model that captures the unique building features. Based on this model, we employ a set of novel transformation strategies to formulate the FBS placement problem as a mixed-integer convex program (MICP). Accordingly, we propose an effective global optimization algorithm based on using the convex relaxation of the formulated MICP within a branch-and-bound framework. This approach guarantees finding a global optimal solution. To demonstrate the efficacy of our algorithm, we conduct extensive numerical studies. Our proposed model and optimization approach offer useful insights into femtocell deployments in commercial buildings.
Keywords
convex programming; femtocellular radio; indoor radio; integer programming; telecommunication network planning; tree searching; battery life; branch-and-bound framework; commercial buildings; convex relaxation; femtocell base station deployment; femtocell base station placement planning; global optimal solution; global optimization approach; mathematical model; mixed-integer convex program; mobile handsets; power control; wireless communications; Base stations; Buildings; Joints; Mathematical model; Optimization; Power control; Quality of service; Femtocell networks; base station placement; battery life; commercial buildings; global optimization algorithms; nonconvex integer optimization; power control;
fLanguage
English
Journal_Title
Selected Areas in Communications, IEEE Journal on
Publisher
ieee
ISSN
0733-8716
Type
jour
DOI
10.1109/JSAC.2012.120414
Filename
6172005
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