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Spectral-and energy-efficient antenna tilting in a HetNet using reinforcement learning
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Guo, Weisi, Wang, Siyi, Wu, Yue, Rigelsford, Jonathan, Chu, Xiaoli and O'Farrell, Tim (2013) Spectral-and energy-efficient antenna tilting in a HetNet using reinforcement learning. In: 2013 IEEE Wireless Communications and Networking Conference, Shanghai, China, 7-10 April 2013. Published in: 2013 IEEE Wireless Communications and Networking Conference (WCNC) pp. 767-772. ISBN 9781467359382. doi:10.1109/WCNC.2013.6554660 ISSN 1525-3511.
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Official URL: http://dx.doi.org/10.1109/WCNC.2013.6554660
Abstract
In cellular networks, balancing the throughput among users is important to achieve a uniform Quality-of-Service (QoS). This can be accomplished using a variety of cross-layer techniques. In this paper, the authors investigate how the down-tilt of basestation (BS) antennas can be adjusted to maximize the user throughput fairness in a heterogeneous network, considering the impact of both a dynamic user distribution and capacity saturation of different transmission techniques.
Item Type: | Conference Item (Paper) | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
Journal or Publication Title: | 2013 IEEE Wireless Communications and Networking Conference (WCNC) | ||||
Publisher: | IEEE | ||||
ISBN: | 9781467359382 | ||||
ISSN: | 1525-3511 | ||||
Book Title: | 2013 IEEE Wireless Communications and Networking Conference (WCNC) | ||||
Official Date: | 2013 | ||||
Dates: |
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Page Range: | pp. 767-772 | ||||
DOI: | 10.1109/WCNC.2013.6554660 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | 2013 IEEE Wireless Communications and Networking Conference | ||||
Type of Event: | Conference | ||||
Location of Event: | Shanghai, China | ||||
Date(s) of Event: | 7-10 April 2013 | ||||
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