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Joint Precoding and Load Balancing Optimization for Energy-Efficient Heterogeneous Networks

Li, Jingya (author)
Chalmers University of Technology,Gothenburg, Sweden,IEEE
Björnson, Emil (author)
KTH,Signalbehandling,KTH Royal Institute of Technology, Sweden; Supelec, France,IEEE
Svensson, Tommy (author)
Chalmers University of Technology,Gothenburg, Sweden,IEEE
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Eriksson, Thomas (author)
Chalmers University of Technology,Gothenburg, Sweden,,IEEE
Debbah, Merouane (author)
CentraleSupelec, France,IEEE
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 (creator_code:org_t)
IEEE Press, 2015
2015
English.
In: IEEE Transactions on Wireless Communications. - : IEEE Press. - 1536-1276 .- 1558-2248. ; 14:10, s. 5810-5822
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • This paper considers a downlink heterogeneous network, where different types of multiantenna base stations (BSs) communicate with a number of single-antenna users. Multiple BSs can serve the users by spatial multiflow transmission techniques. Assuming imperfect channel state information at both BSs and users, the precoding, load balancing, and BS operation mode are jointly optimized for improving the network energy efficiency. We minimize the weighted total power consumption while satisfying quality-of-service constraints at the users. This problem is nonconvex, but we prove that for each BS mode combination, the considered problem has a hidden convexity structure. Thus, the optimal solution is obtained by an exhaustive search over all possible BS mode combinations. Furthermore, by iterative convex approximations of the nonconvex objective function, a heuristic algorithm is proposed to obtain a suboptimal solution of low complexity. We show that although multicell joint transmission is allowed, in most cases, it is optimal for each user to be served by a single BS. The optimal BS association condition is parameterized, which reveals how it is impacted by different system parameters. Simulation results indicate that putting a BS into sleep mode by proper load balancing is an important solution for energy savings.

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Telekommunikation (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Telecommunications (hsv//eng)
TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Kommunikationssystem (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Communication Systems (hsv//eng)

Keyword

Energy efficiency
heterogeneous networks
load balancing
precoding design

Publication and Content Type

ref (subject category)
art (subject category)

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