Relay Selection for Heterogeneous Cellular Networks with Renewable Green Energy Sources

With the advance of the photovoltaic panel technology, the infrastructure equipment of cellular networks with solar energy sources has attracted extensive interests. It is expected that base stations (BSs) and relay stations (RSs) with renewable energy will play important roles in reducing the power...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on mobile computing Vol. 17; no. 3; pp. 661 - 674
Main Authors Hung, Hui-Ju, Ho, Ting-Yu, Lee, Shi-Yong, Yang, Chun-Yuan, Yang, De-Nian
Format Magazine Article
LanguageEnglish
Published Los Alamitos IEEE 01.03.2018
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Algorithms
Alternative energy sources
Batteries
Cellular communication
Cellular networks
Clean energy
Communication networks
Computer simulation
cooperative communications
Energy resources
Energy sources
Green products
heterogeneous cellular networks
Infrastructure
Integer programming
Linear programming
Mixed integer
Power consumption
power control
Power demand
Power management
Relay
relay selection
Relay stations
Relays
Renewable energy
Renewable energy sources
Resource management
Solar energy
Online AccessGet full text

Cover

Abstract With the advance of the photovoltaic panel technology, the infrastructure equipment of cellular networks with solar energy sources has attracted extensive interests. It is expected that base stations (BSs) and relay stations (RSs) with renewable energy will play important roles in reducing the power consumption from electrical grids in future green cellular networks. Inspired by this technology trend, this paper considers a heterogeneous green cellular network, in which a part of RSs is powered by solar energy sources to represent the incremental deployment for the infrastructure with renewable energy in the near future. We formulate a new relay selection and power allocation problem with Mixed Integer Linear Programming to select solar-powered RSs and grid-powered RSs, such that the total grid power consumption is effectively minimized in decode-and-forward cooperative communication networks. We design an algorithm to derive the optimal solution, and also devise an efficient distributed algorithm to reduce the computational cost. The simulation results demonstrate that the algorithms can effectively reduce the total grid power consumption with different channel conditions, different deployments of RSs in a network, and different available power levels in solar-powered RSs. In addition, the problem model and the proposed algorithms can be extended to support hybrid energy sources.
AbstractList With the advance of the photovoltaic panel technology, the infrastructure equipment of cellular networks with solar energy sources has attracted extensive interests. It is expected that base stations (BSs) and relay stations (RSs) with renewable energy will play important roles in reducing the power consumption from electrical grids in future green cellular networks. Inspired by this technology trend, this paper considers a heterogeneous green cellular network, in which a part of RSs is powered by solar energy sources to represent the incremental deployment for the infrastructure with renewable energy in the near future. We formulate a new relay selection and power allocation problem with Mixed Integer Linear Programming to select solar-powered RSs and grid-powered RSs, such that the total grid power consumption is effectively minimized in decode-and-forward cooperative communication networks. We design an algorithm to derive the optimal solution, and also devise an efficient distributed algorithm to reduce the computational cost. The simulation results demonstrate that the algorithms can effectively reduce the total grid power consumption with different channel conditions, different deployments of RSs in a network, and different available power levels in solar-powered RSs. In addition, the problem model and the proposed algorithms can be extended to support hybrid energy sources.
Author Shi-Yong Lee
Hui-Ju Hung
De-Nian Yang
Chun-Yuan Yang
Ting-Yu Ho
Author_xml – sequence: 1
  givenname: Hui-Ju
  surname: Hung
  fullname: Hung, Hui-Ju
– sequence: 2
  givenname: Ting-Yu
  surname: Ho
  fullname: Ho, Ting-Yu
– sequence: 3
  givenname: Shi-Yong
  surname: Lee
  fullname: Lee, Shi-Yong
– sequence: 4
  givenname: Chun-Yuan
  surname: Yang
  fullname: Yang, Chun-Yuan
– sequence: 5
  givenname: De-Nian
  orcidid: 0000-0003-2277-6021
  surname: Yang
  fullname: Yang, De-Nian
BookMark eNo9kFFLwzAUhYNMcJu-C74EfO5MctukeZQyN2EqzImPoWlv52ZtZtIy9u_t2PDpXrjnnHv4RmTQuAYJueVswjnTD6uXbCIYVxOhRCKkvCBDniRpxKRkg-MOMuIC4IqMQtgyxlOt1ZB8LrHOD_QdayzajWto5TydY4verbFB1wWaYV13de7pK7Z7578D3W_aL7rsz_vc1khnHrGh0wb9uk9ynS8wXJPLKq8D3pznmHw8TVfZPFq8zZ6zx0VUCM3bqExswhEkFGBlLJSGSllhY2GFRihjlSJKi2B5lYpUK8XLvFRYoCwhZ2UFY3J_yt1599thaM22L9D0L43gKk6AgZC9ip1UhXcheKzMzm9-cn8wnJkjPtPjM0d85oyvt9ydLBtE_JcrrYBpDn_csG4A
CODEN ITMCCJ
CitedBy_id crossref_primary_10_1109_TGCN_2019_2904975
crossref_primary_10_3390_su12093536
crossref_primary_10_1109_ACCESS_2019_2935427
crossref_primary_10_1007_s11277_020_07161_0
crossref_primary_10_1587_transcom_2018EBP3169
crossref_primary_10_1109_COMST_2021_3059896
crossref_primary_10_1007_s11235_019_00611_6
crossref_primary_10_1109_TCCN_2020_2987799
crossref_primary_10_1109_JIOT_2018_2868708
crossref_primary_10_1109_TVT_2019_2893108
crossref_primary_10_1109_TMC_2019_2948014
crossref_primary_10_1007_s11277_019_06895_w
crossref_primary_10_1109_ACCESS_2020_2973130
crossref_primary_10_1109_TGCN_2018_2837618
crossref_primary_10_1016_j_jksuci_2022_07_019
crossref_primary_10_1109_TWC_2020_2994367
Cites_doi 10.1109/TWC.2011.070711.100778
10.1109/TWC.2013.012413.121009
10.1109/TWC.2010.05.090307
10.1109/LCOMM.2011.022411.101831
10.1109/TWC.2008.051002
10.1109/TPDS.2013.136
10.1109/MWC.2011.6056687
10.1109/TWC.2013.011713.120621
10.1109/TWC.2010.091510.100447
10.1109/MWC.2007.4300988
10.1109/TIT.2007.904983
10.1109/TIT.2003.814483
10.1109/GLOCOM.2006.853
10.1109/TNET.2010.2091280
10.1109/TPWRD.2012.2219598
10.1109/TWC.2012.090312.120461
10.1109/TWC.2012.083112.111528
10.1109/INFCOM.2010.5461958
10.1109/ENERGYCON.2010.5771770
10.1109/TMC.2007.1079
10.1109/TCE.2012.6227432
10.1109/TWC.2010.04.080749
10.1109/TWC.2012.032812.110623
10.1109/TVT.2012.2236582
10.1109/JSAC.2012.120220
10.1109/TWC.2012.021412.110147
10.1109/TIT.2004.826646
10.1109/TWC.2008.080109
10.1155/2013/815280
10.1109/TVT.2010.2064797
10.1109/JSAC.2011.110921
10.1109/TPEL.2011.2161775
10.1109/SURV.2011.092311.00031
10.1109/TWC.2014.2315793
10.1109/TCOMM.2013.052013.120565
10.1109/LCOMM.2013.043013.122667
10.1109/TIT.2004.833336
10.1109/TIT.2003.817421
10.1109/GLOCOM.2010.5683653
10.1109/LCOMM.2011.120211.111501
10.1109/TIT.2007.904996
ContentType Magazine Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2018
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2018
DBID 97E
RIA
RIE
AAYXX
CITATION
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
DOI 10.1109/TMC.2017.2725266
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005-present
IEEE All-Society Periodicals Package (ASPP) 1998-Present
IEEE Electronic Library (IEL)
CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Technology Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Technology Research Database
Computer and Information Systems Abstracts – Academic
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
DatabaseTitleList Technology Research Database
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
EISSN 1558-0660
EndPage 674
ExternalDocumentID 10_1109_TMC_2017_2725266
7973091
Genre orig-research
GroupedDBID -~X
.DC
0R~
29I
4.4
5GY
6IK
97E
AAJGR
AASAJ
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
AENEX
AKJIK
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
HZ~
IEDLZ
IFIPE
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
PQQKQ
RIA
RIC
RIE
RIG
RNS
AAYXX
CITATION
7SC
7SP
8FD
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c291t-d5b51e363c3b642793f7b2b42b29e3d478ee6be3b1f8289771dad7ece6d3a0df3
IEDL.DBID RIE
ISSN 1536-1233
IngestDate Thu Oct 10 18:30:48 EDT 2024
Fri Aug 23 01:53:17 EDT 2024
Wed Jun 26 19:28:38 EDT 2024
IsPeerReviewed true
IsScholarly true
Issue 3
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c291t-d5b51e363c3b642793f7b2b42b29e3d478ee6be3b1f8289771dad7ece6d3a0df3
ORCID 0000-0003-2277-6021
PQID 2174530326
PQPubID 75730
PageCount 14
ParticipantIDs ieee_primary_7973091
crossref_primary_10_1109_TMC_2017_2725266
proquest_journals_2174530326
PublicationCentury 2000
PublicationDate 2018-03-01
PublicationDateYYYYMMDD 2018-03-01
PublicationDate_xml – month: 03
  year: 2018
  text: 2018-03-01
  day: 01
PublicationDecade 2010
PublicationPlace Los Alamitos
PublicationPlace_xml – name: Los Alamitos
PublicationTitle IEEE transactions on mobile computing
PublicationTitleAbbrev TMC
PublicationYear 2018
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref35
ref13
ref34
ref12
ref37
ref15
ref36
ref14
ref31
ref30
ref33
ref11
ref32
ref10
ref39
ref17
ref38
ref16
ref19
ref18
(ref1) 0
(ref3) 0
ref24
ref45
ref23
ref26
ref25
ref20
ref42
ref41
ref22
ref44
ref21
ref43
ref28
ref27
ref29
ref8
ref7
(ref2) 0
ref9
ref6
ref5
ref40
(ref4) 2009
References_xml – ident: ref19
  doi: 10.1109/TWC.2011.070711.100778
– ident: ref34
  doi: 10.1109/TWC.2013.012413.121009
– ident: ref17
  doi: 10.1109/TWC.2010.05.090307
– ident: ref10
  doi: 10.1109/LCOMM.2011.022411.101831
– ident: ref9
  doi: 10.1109/TWC.2008.051002
– ident: ref20
  doi: 10.1109/TPDS.2013.136
– ident: ref26
  doi: 10.1109/MWC.2011.6056687
– ident: ref12
  doi: 10.1109/TWC.2013.011713.120621
– ident: ref27
  doi: 10.1109/TWC.2010.091510.100447
– ident: ref32
  doi: 10.1109/MWC.2007.4300988
– ident: ref35
  doi: 10.1109/TIT.2007.904983
– year: 0
  ident: ref2
– ident: ref39
  doi: 10.1109/TIT.2003.814483
– year: 0
  ident: ref1
  article-title: Alcatel-Lucent CDMA distributed base station portfolio: A streamlined, cost-effective way to enhance capacity and coverage
– ident: ref28
  doi: 10.1109/GLOCOM.2006.853
– ident: ref23
  doi: 10.1109/TNET.2010.2091280
– ident: ref5
  doi: 10.1109/TPWRD.2012.2219598
– ident: ref45
  doi: 10.1109/TWC.2012.090312.120461
– ident: ref25
  doi: 10.1109/TWC.2012.083112.111528
– ident: ref24
  doi: 10.1109/INFCOM.2010.5461958
– year: 0
  ident: ref3
  article-title: The power play: Reducing the build and power consumption costs of WiMAX base stations
– ident: ref30
  doi: 10.1109/ENERGYCON.2010.5771770
– ident: ref11
  doi: 10.1109/TMC.2007.1079
– ident: ref14
  doi: 10.1109/TCE.2012.6227432
– year: 2009
  ident: ref4
  article-title: Further advancements for E-UTRA, physical layer aspects
– ident: ref37
  doi: 10.1109/TWC.2010.04.080749
– ident: ref36
  doi: 10.1109/TWC.2012.032812.110623
– ident: ref43
  doi: 10.1109/TVT.2012.2236582
– ident: ref8
  doi: 10.1109/JSAC.2012.120220
– ident: ref31
  doi: 10.1109/TWC.2012.021412.110147
– ident: ref15
  doi: 10.1109/TIT.2004.826646
– ident: ref16
  doi: 10.1109/TWC.2008.080109
– ident: ref40
  doi: 10.1155/2013/815280
– ident: ref6
  doi: 10.1109/TVT.2010.2064797
– ident: ref33
  doi: 10.1109/JSAC.2011.110921
– ident: ref22
  doi: 10.1109/TPEL.2011.2161775
– ident: ref13
  doi: 10.1109/SURV.2011.092311.00031
– ident: ref18
  doi: 10.1109/TWC.2014.2315793
– ident: ref29
  doi: 10.1109/TCOMM.2013.052013.120565
– ident: ref44
  doi: 10.1109/LCOMM.2013.043013.122667
– ident: ref42
  doi: 10.1109/TIT.2004.833336
– ident: ref38
  doi: 10.1109/TIT.2003.817421
– ident: ref7
  doi: 10.1109/GLOCOM.2010.5683653
– ident: ref41
  doi: 10.1109/LCOMM.2011.120211.111501
– ident: ref21
  doi: 10.1109/TIT.2007.904996
SSID ssj0018997
Score 1.3359675
Snippet With the advance of the photovoltaic panel technology, the infrastructure equipment of cellular networks with solar energy sources has attracted extensive...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Publisher
StartPage 661
SubjectTerms Algorithms
Alternative energy sources
Batteries
Cellular communication
Cellular networks
Clean energy
Communication networks
Computer simulation
cooperative communications
Energy resources
Energy sources
Green products
heterogeneous cellular networks
Infrastructure
Integer programming
Linear programming
Mixed integer
Power consumption
power control
Power demand
Power management
Relay
relay selection
Relay stations
Relays
Renewable energy
Renewable energy sources
Resource management
Solar energy
Title Relay Selection for Heterogeneous Cellular Networks with Renewable Green Energy Sources
URI https://ieeexplore.ieee.org/document/7973091
https://www.proquest.com/docview/2174530326
Volume 17
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwELYKE1OBgigU5IEFiaSJncTxiKpWFVI70FZ0i_w4L1QNoq0Q_HpsJykSMLBFykPWfXc5n--7O4RujVK55oYFwkAeJFqlgVCCW4uPhYkhISRyBc6TaTZeJI_LdNlC9_taGADw5DMI3aXP5etS7dxRWZ9xq4-uVP2AcV7Vau0zBjZuYFVvVDdXhtImJRnx_nwycBwuFhJGUuL7IX67ID9T5deP2HuXURtNmnVVpJKXcLeVofr80bLxvws_Ru2mbTR-qBTjBLVgfYrazQwHXJt0Bz07NtwHnvlxOBYjbDexeOw4MqVVLSh3GzyA1cqRVfG0ooxvsDu8xU_29rsrvMKeu4OHvooQz3w2YHOGFqPhfDAO6mELgSI83gY6lWkMNKOKShuTWLM1TBKZEEk4UJ2wHCCTQGVsXJDGWKyFZqAg01RE2tBzdLgu13CBsIlEniVMUGbBVpDnPNGSmNxxAmOh0y66a-RfvFY9NQofi0S8sFgVDquixqqLOk6c--dqSXZRrwGsqI1uU7joKrUumWSXf791hY7st_OKQtZDh9u3HVzbPcVW3nhl-gK2zMsN
link.rule.ids 783,787,799,27937,55086
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT8MwDLYQHOA0nmI8c-CCREebtE16RBNoPLYDDMGtysO5MG2IbULw60nSdkjAgVultmqUz67t-LMNcGK1FqawPJIWRZQanUVSy8JpfCJtgimlsS9w7g_y3mN685w9L8HZohYGEQP5DDv-MuTyzUTP_VHZOS-cPPpS9RXnV4u8qtZa5Axc5MCr7qh-sgxjTVIyLs6H_a5ncfEO5TSjoSPitxEKU1V-_YqDfblqQb9ZWUUreenMZ6qjP380bfzv0teh1TSOJheVaGzAEo43odVMcSC1Um_Bk-fDfZCHMBDHoUScG0t6niUzccKFk_mUdHE08nRVMqhI41Pij2_Jvbv97kuvSGDvkMtQR0geQj5gug2PV5fDbi-qxy1EmhbJLDKZyhJkOdNMuajEKa7liqqUKlogMykXiLlCphLrwzTOEyMNR425YTI2lu3A8ngyxl0gNpYiT7lk3MGtUYgiNYpa4VmBiTRZG06b_S9fq64aZYhG4qJ0WJUeq7LGqg1bfjsXz9U72YaDBrCyVrtp6eOrzBllmu_9_dYxrPaG_bvy7npwuw9r7juiIpQdwPLsbY6HzsOYqaMgWF9-ic5Y
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Relay+Selection+for+Heterogeneous+Cellular+Networks+with+Renewable+Green+Energy+Sources&rft.jtitle=IEEE+transactions+on+mobile+computing&rft.au=Hui-Ju+Hung&rft.au=Ting-Yu+Ho&rft.au=Shi-Yong+Lee&rft.au=Chun-Yuan+Yang&rft.date=2018-03-01&rft.pub=IEEE&rft.issn=1536-1233&rft.eissn=1558-0660&rft.volume=17&rft.issue=3&rft.spage=661&rft.epage=674&rft_id=info:doi/10.1109%2FTMC.2017.2725266&rft.externalDocID=7973091
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1536-1233&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1536-1233&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1536-1233&client=summon