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  5. Globally Optimal Energy Efficiency Maximization for Capacity-Limited Fronthaul Crans with Dynamic Power Amplifiers’ Efficiency
 
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Globally Optimal Energy Efficiency Maximization for Capacity-Limited Fronthaul Crans with Dynamic Power Amplifiers’ Efficiency

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Author(s)
Nguyen, Kien-Giang 
Vu, Quang-Doanh 
Tran, Le-Nam 
Juntti, Markku 
Uri
http://hdl.handle.net/10197/10384
Date Issued
13 September 2018
Date Available
09T10:28:58Z May 2019
Abstract
A joint beamforming and remote radio head (RRH)-user association design for downlink of cloud radio access networks (CRANs) is considered. The aim is to maximize the system energy efficiency subject to constraints on users' quality-of-service, capacity offronthaullinks and transmit power. Different to the conventional power consumption models, we embrace the dependence of baseband signal processing power on the data rate, and the dynamics of the power amplifiers' efficiency. The considered problem is a mixed Boolean nonconvex program whose optimal solution is difficult to find. As our main contribution, we provide a discrete branch-reduce-and-bound (DBRnB) approach to solve the problem globally. We also make some modifications to the standard DBRnB procedure. Those remarkably improve the convergence performance. Numerical results are provided to confirm the validity of the proposed method.
Other Sponsorship
Academy of Finland
Tauno Tönning Foundation
Nokia Foundation
Walter Ahlström Foundation
Type of Material
Conference Publication
Publisher
IEEE
Start Page
3759
End Page
3763
Copyright (Published Version)
2018 IEEE
Keywords
  • Energy efficiency

  • CRAN

  • Limited fronthaul

  • Nonlinear power ampli...

  • Discrete branch-reduc...

DOI
10.1109/icassp.2018.8461308
Web versions
https://2018.ieeeicassp.org/
Language
English
Status of Item
Not peer reviewed
Part of
2018 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings
Description
The 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, 15-20 April 2018
ISBN
978-1-5386-4658-8
ISSN
1520-6149
2379-190X
This item is made available under a Creative Commons License
https://creativecommons.org/licenses/by-nc-nd/3.0/ie/
Owning collection
Electrical and Electronic Engineering Research Collection
Scopus© citations
0
Acquisition Date
Mar 23, 2023
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Acquisition Date
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