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| Presentation | 2018-03-01 09:00 Green Heterogeneous Networks Through a Fuzzy Q-Learning Based Sleep/Wake-up Scheme and D2D Communications Fereidoun H. Panahi (Keio Univ.), Farzad H. Panahi (UOK), Ghaith Hattab (UCLA), Tomoaki Ohtsuki (Keio Univ.), Danijela Cabric (UCLA)  RCS2017-360 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Increased environmental awareness coupled with the rising cost of energy have sparked a keen interest in the deployment of energy-efficient communication technologies over the infrastructure of cellular networks. Base stations (BSs) are responsible for the largest portion of power consumption and energy usage in cellular networks. Thus, sleep/wake-up scheduling strategies for BSs can significantly improve energy-efficiency (EE) of cellular networks. In this paper, we propose a Fuzzy Q-Learning (FQL) based energy-efficient sleep/wake-up mechanism for BSs in a heterogeneous network (HetNet). The goal is to save energy, without compromising the offered Quality of Service (QoS), by switching off the redundant BSs according to the local traffic profile and depending on the required area coverage and cell EE. The introduction of sleep mode for BSs may lead to a large-scale coverage loss, unless a specific remedial solution is exploited at the same time. To this end, we also propose to use device-to-device (D2D) communications to extend network coverage to the service areas of the switched-off BSs. Simulation results validate that the proposed framework provides significant improvements in power consumption and the EE. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Device-to-device (D2D) communications / green communications / heterogeneous networks (HetNets) / Intelligent sleep/wake-up scheme / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 456, RCS2017-360, pp. 229-234, Feb. 2018. | |
| Paper # | RCS2017-360 | |
| Date of Issue | 2018-02-21 (RCS) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | RCS2017-360 |
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| Conference Information | |
| Committee | RCS SR SRW |
| Conference Date | 2018-02-28 - 2018-03-02 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | YRP |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Communication Workshop |
| Paper Information | |
| Registration To | RCS |
| Conference Code | 2018-02-RCS-SR-SRW |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Green Heterogeneous Networks Through a Fuzzy Q-Learning Based Sleep/Wake-up Scheme and D2D Communications |
| Sub Title (in English) | |
| Keyword(1) | Device-to-device (D2D) communications |
| Keyword(2) | green communications |
| Keyword(3) | heterogeneous networks (HetNets) |
| Keyword(4) | Intelligent sleep/wake-up scheme |
| Keyword(5) | |
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| 1st Author's Name | Fereidoun H. Panahi |
| 1st Author's Affiliation | Keio University (Keio Univ.) |
| 2nd Author's Name | Farzad H. Panahi |
| 2nd Author's Affiliation | University of Kurdistan (UOK) |
| 3rd Author's Name | Ghaith Hattab |
| 3rd Author's Affiliation | University of California, Los Angeles (UCLA) |
| 4th Author's Name | Tomoaki Ohtsuki |
| 4th Author's Affiliation | Keio University (Keio Univ.) |
| 5th Author's Name | Danijela Cabric |
| 5th Author's Affiliation | University of California, Los Angeles (UCLA) |
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| Speaker | Author-1 |
| Date Time | 2018-03-01 09:00:00 |
| Presentation Time | 20 minutes |
| Registration for | RCS |
| Paper # | RCS2017-360 |
| Volume (vol) | vol.117 |
| Number (no) | no.456 |
| Page | pp.229-234 |
| #Pages | 6 |
| Date of Issue | 2018-02-21 (RCS) |
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