Table Of ContentVictor C. M. Leung
Haijun Zhang
Xiping Hu
Qiang Liu
Zhi Liu (Eds.)
278
5G for Future
Wireless Networks
Second EAI International Conference, 5GWN 2019
Changsha, China, February 23–24, 2019
Proceedings
Lecture Notes of the Institute
for Computer Sciences, Social Informatics
and Telecommunications Engineering 278
Editorial Board Members
Ozgur Akan
Middle East Technical University, Ankara, Turkey
Paolo Bellavista
University of Bologna, Bologna, Italy
Jiannong Cao
Hong Kong Polytechnic University, Hong Kong, China
Geoffrey Coulson
Lancaster University, Lancaster, UK
Falko Dressler
University of Erlangen, Erlangen, Germany
Domenico Ferrari
Università Cattolica Piacenza, Piacenza, Italy
Mario Gerla
UCLA, Los Angeles, USA
Hisashi Kobayashi
Princeton University, Princeton, USA
Sergio Palazzo
University of Catania, Catania, Italy
Sartaj Sahni
University of Florida, Gainesville, USA
Xuemin (Sherman) Shen
University of Waterloo, Waterloo, Canada
Mircea Stan
University of Virginia, Charlottesville, USA
Jia Xiaohua
City University of Hong Kong, Kowloon, Hong Kong
Albert Y. Zomaya
University of Sydney, Sydney, Australia
More information about this series at http://www.springer.com/series/8197
Victor C. M. Leung Haijun Zhang
(cid:129) (cid:129)
Xiping Hu Qiang Liu
(cid:129) (cid:129)
Zhi Liu (Eds.)
5G for Future
Wireless Networks
Second EAI International Conference, 5GWN 2019
–
Changsha, China, February 23 24, 2019
Proceedings
123
Editors
Victor C. M.Leung HaijunZhang
Department ofElectrical andComputer University of Science andTechnology
Engineering Beijing,China
TheUniversity of BritishColumbia
Vancouver, BC,Canada QiangLiu
National University ofDefense Technology
XipingHu Changsha,China
Shenzhen University
Shenzhen,China
ZhiLiu
ShizuokaUniversity
Shizuoka, Japan
ISSN 1867-8211 ISSN 1867-822X (electronic)
Lecture Notesof the Institute for Computer Sciences, Social Informatics
andTelecommunications Engineering
ISBN 978-3-030-17512-2 ISBN978-3-030-17513-9 (eBook)
https://doi.org/10.1007/978-3-030-17513-9
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Preface
We are delighted to introduce the proceedings of the second edition of the 2019
European Alliance for Innovation (EAI) International Conference on 5G for Future
Wireless Networks (5GWN). This conference gathered research contributions that
addressthemajoropportunitiesandchallengesinnovel5Gairinterfaces,5Gspectrum,
5G networking architectures and techniques, 5G-driven modern network systems,
5Gsecurityandprivacy,etc.,withanemphasisonnewanalyticaloutcomesandnovel
application scenarios alike.
The technical program of 5GWN 2019 consisted of 13 full papers, in four oral
presentation sessions in the main conference tracks. The conference sessions were:
Session 1: Optimization Theory and Applications; Session 2: Intelligent Computing
Technology for 5G Applications; Session 3: Resource Allocation and Management;
and Session 4: Security and Privacy in Emerging 5G Applications. Aside from the
high-quality technical paper presentations, the technical program also featured two
keynote speeches and one panel session. The two keynote speeches were Xitong Li
from HEC Paris, France, and Xiaojiang Chen from Northwest University, China. The
paneldiscussionwastitled“FutureWirelessNetworking:ProgressandProspects”and
chaired by Haijun Zhang, along with panelists Xitong Li, Xiaojiang Chen, Xiaofei
Wang, and Deke Guo.
Coordinationwiththesteeringchair,ImrichChlamtac,wasessentialforthesuccess
of the conference. We sincerely appreciate the constant support and guidance. It was
also a great pleasure to work with such an excellent Organizing Committee, and we
thank them for their hard work in organizing and supporting the conference. We also
thank the Technical Program Committee, led by our TPC co-chairs, Prof. Qiang Liu,
DekeGuo,ShuiYu,whocompletedthepeerreviewoftechnicalpapersandcompileda
high-quality technical program. We are grateful to the conference manager, Kristina
Lappyova,forhersupportandalltheauthorswhosubmittedtheirpaperstothe5GWN
2019 conference.
We strongly believe that the 5GWN conference provides a good forum for all
researchers, developers, and practitioners to discuss all scientific and technological
aspects relevant to 5G wireless networks. We also expect that future 5GWN
conferences will be as successful and stimulating as indicated by the contributions
presented in this volume.
April 2019 Victor C. M. Leung
Haijun Zhang
Xiping Hu
Qiang Liu
Zhi Liu
Organization
Steering Committee
Imrich Chlamtac BrunoKesslerProfessor,UniversityofTrento,Italy
Organizing Committee
General Chair
Victor C. M. Leung The University of British Columbia, Canada
General Co-chairs
Haijun Zhang University of Science and Technology Beijing,
China
Xiping Hu Shenzhen Institutes of Advanced Technology,
Chinese Academy of Sciences, China
TPC Chair and Co-chairs
Qiang Liu National University of Defense Technology, China
Deke Guo National University of Defense Technology, China
Shui Yu Deakin University, Australia
Sponsorship and Exhibit Chair
Han Hu Nanyang Technological University, Singapore
Local Chairs
Guoming Tang National University of Defense Technology, China
Pan Li National University of Defense Technology, China
Yiqi Wang National University of Defense Technology, China
Workshops Chair
Zhengguo Sheng University of Sussex, UK
Publicity and Social Media Chair
Zehua Wang The University of British Columbia, Canada
Publications Chair
Zhi Liu Shizuoka University, Japan
viii Organization
Web Chair
Wei Cai Kwantlen Polytechnic University, Canada
Technical Program Committee
Yanjie Dong The University of British Columbia, Canada
Zhaolong Ning Dalian University of Technology, China
Yanxiang Guo The University of Hong Kong, Hong Kong,
SAR China
Yilong Li University of Wisconsin-Madison, USA
Xitong Li HEC Paris, France
Zhiping Cai National University of Defense Technology, China
Chengzhang Zhu University of Technology Sydney, Australia
Wentao Zhao National University of Defense Technology, China
Xianfu Chen VTT Technical Research Centre of Finland
Wen Ji Chinese Academy of Sciences, China
Renchao Xie Beijing University of Posts and
Telecommunications, China
Luoyi Fu Shanghai Jiaotong University, China
Zhi Liu Shizuoka University, Japan
Zehua Wang The University of British Columbia, Canada
Yongyi Ran Nanyang Technological University, Singapore
Contents
Optimization Theory and Applications
Joint Scheduling and Trajectory Design for UAV-Aided Wireless Power
Transfer System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Yi Wang, Meng Hua, Zhi Liu, Di Zhang, Haibo Dai, and Ying Hu
Deep Learning Based Antenna Muting and Beamforming Optimization
in Distributed Massive MIMO Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . 18
Yu Chen, Kai Zhao, Jing-ya Zhao, Qing-hua Zhu, and Yong Liu
A Converged Network Architecture Oriented Towards NB-IoT. . . . . . . . . . . 31
Weidong Fang, Wuxiong Zhang, Lianhai Shan, Qianqian Zhao,
and Wei Chen
Intelligent Computing Technology for 5G Applications
Smartphone-Based Intelligent Sleep Monitoring . . . . . . . . . . . . . . . . . . . . . 43
Pansheng Fang, Zhaolong Ning, and Xiping Hu
Cluster Routing Protocol for Coal Mine Wireless Sensor Network Based
on 5G . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 60
Wei Chen, Xiao Yang, Weidong Fang, Wuxiong Zhang,
and Xiaorong Jiang
Distributed Multiple-Service User-Experience Energy Saving Algorithm
for Base Station . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 68
Yuanyuan Zeng, Yu Zhang, Hao Jiang, and Xian Zhou
Alarm Sound Recommendation Based on Music Generating System . . . . . . . 86
Wenhan Han and Xiping Hu
Resource Allocation and Management
Cooperative Caching and Delivery Algorithm Based on Content Access
Patterns at Network Edge. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99
Lintao Yang, Yanqiu Chen, Luqi Li, and Hao Jiang
AnEnergyEfficientUplinkScheduling andResourceAllocationforM2M
Communications in SC-FDMA Based LTE-A Networks . . . . . . . . . . . . . . . 124
Qiyue Li, Yuling Ge, Yangzhao Yang, Yadong Zhu, Wei Sun, and Jie Li
x Contents
EnergyEfficientResourceAllocationinSmallCellswithWiFiUnlicensed
Bands Sharing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 141
Lei Zhu, Haijun Zhang, and Xuebin Li
Security and Privacy in Emerging 5G Applications
TME2R: Trust Management-Based Energy Efficient Routing Scheme
in Fog-Assisted Industrial Wireless Sensor Network . . . . . . . . . . . . . . . . . . 155
Weidong Fang, Wuxiong Zhang, Wei Chen, Yang Liu,
and Chaogang Tang
Security Risk Assessment for Miniature Internet of Thing Systems with 5G. . . 174
Wei Chen, Lei Wang, Fangming Bi, Chaogang Tang, and Senyu Li
Improved Flow Awareness by Intelligent Collaborative Sampling in
Software Defined Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 182
Jun Deng, He Cai, and Xiaofei Wang
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 195
