User Association and Small-Cell Base Station On/Off Strategies for Energy Efficiency of Ultradense Networks
The widespread application of wireless mobile services and requirements of ubiquitous access have resulted in drastic growth of the mobile traffic and huge energy consumption in ultradense networks (UDNs). Therefore, energy-efficient design is very important and is becoming an inevitable trend. To i...
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doaj-d2238eb4ac4245d9a9b2d4c0065f88342021-07-02T01:09:46ZengHindawi LimitedMobile Information Systems1574-017X1875-905X2019-01-01201910.1155/2019/68713786871378User Association and Small-Cell Base Station On/Off Strategies for Energy Efficiency of Ultradense NetworksJing Gao0Qing Ren1Pei Shang Gu2Xin Song3School of Control Engineering, Northeastern University at Qinhuangdao, Hebei 066004, ChinaSchool of Computer and Communication Engineering, Northeastern University at Qinhuangdao, Hebei 066004, ChinaSchool of Computer and Communication Engineering, Northeastern University at Qinhuangdao, Hebei 066004, ChinaSchool of Computer and Communication Engineering, Northeastern University at Qinhuangdao, Hebei 066004, ChinaThe widespread application of wireless mobile services and requirements of ubiquitous access have resulted in drastic growth of the mobile traffic and huge energy consumption in ultradense networks (UDNs). Therefore, energy-efficient design is very important and is becoming an inevitable trend. To improve the energy efficiency (EE) of UDNs, we present a joint optimization method considering user association and small-cell base station (SBS) on/off strategies in UDNs. The problem is formulated as a nonconvex nonlinear programming problem and is then decomposed into two subproblems: user association and SBS on/off strategies. In the user association strategy, users associate with base stations (BSs) according to their movement speeds and utility function values, under the constraints of the signal-to-interference ratio (SINR) and load balancing. In particular, taking care of user mobility, users are associated if their speed exceeds a certain threshold. The macrocell base station (MBS) considers user mobility, which prevents frequent switching between users and SBSs. In the SBS on/off strategy, SBSs are turned off according to their loads and the amount of time required for mobile users to arrive at a given SBS to further improve network energy efficiency. By turning off SBSs, negative impacts on user associations can be reduced. The simulation results show that relative to conventional algorithms, the proposed scheme achieves energy efficiency performance enhancements.http://dx.doi.org/10.1155/2019/6871378 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jing Gao Qing Ren Pei Shang Gu Xin Song |
spellingShingle |
Jing Gao Qing Ren Pei Shang Gu Xin Song User Association and Small-Cell Base Station On/Off Strategies for Energy Efficiency of Ultradense Networks Mobile Information Systems |
author_facet |
Jing Gao Qing Ren Pei Shang Gu Xin Song |
author_sort |
Jing Gao |
title |
User Association and Small-Cell Base Station On/Off Strategies for Energy Efficiency of Ultradense Networks |
title_short |
User Association and Small-Cell Base Station On/Off Strategies for Energy Efficiency of Ultradense Networks |
title_full |
User Association and Small-Cell Base Station On/Off Strategies for Energy Efficiency of Ultradense Networks |
title_fullStr |
User Association and Small-Cell Base Station On/Off Strategies for Energy Efficiency of Ultradense Networks |
title_full_unstemmed |
User Association and Small-Cell Base Station On/Off Strategies for Energy Efficiency of Ultradense Networks |
title_sort |
user association and small-cell base station on/off strategies for energy efficiency of ultradense networks |
publisher |
Hindawi Limited |
series |
Mobile Information Systems |
issn |
1574-017X 1875-905X |
publishDate |
2019-01-01 |
description |
The widespread application of wireless mobile services and requirements of ubiquitous access have resulted in drastic growth of the mobile traffic and huge energy consumption in ultradense networks (UDNs). Therefore, energy-efficient design is very important and is becoming an inevitable trend. To improve the energy efficiency (EE) of UDNs, we present a joint optimization method considering user association and small-cell base station (SBS) on/off strategies in UDNs. The problem is formulated as a nonconvex nonlinear programming problem and is then decomposed into two subproblems: user association and SBS on/off strategies. In the user association strategy, users associate with base stations (BSs) according to their movement speeds and utility function values, under the constraints of the signal-to-interference ratio (SINR) and load balancing. In particular, taking care of user mobility, users are associated if their speed exceeds a certain threshold. The macrocell base station (MBS) considers user mobility, which prevents frequent switching between users and SBSs. In the SBS on/off strategy, SBSs are turned off according to their loads and the amount of time required for mobile users to arrive at a given SBS to further improve network energy efficiency. By turning off SBSs, negative impacts on user associations can be reduced. The simulation results show that relative to conventional algorithms, the proposed scheme achieves energy efficiency performance enhancements. |
url |
http://dx.doi.org/10.1155/2019/6871378 |
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