IoT as a Service: 6th EAI International Conference, IoTaaS 2020, Xi’an, China, November 19–20, 2020, Proceedings

804 Pages·2021·94.727 MB·English

by  Jie Zheng, Changle Li, Jian-Yu Shi, Li Bo, Mao Yang

Bo Li · Changle Li ·
Mao Yang · Zhongjiang Yan ·
Jie Zheng (Eds.)
346
IoT as a Service
6th EAI International Conference, IoTaaS 2020
Xi’an, China, November 19–20, 2020
Proceedings
123
Lecture Notes of the Institute
for Computer Sciences, Social Informatics
and Telecommunications Engineering 346
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
Xiaohua Jia
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
Bo Li Changle Li Mao Yang
(cid:129) (cid:129) (cid:129)
Zhongjiang Yan Jie Zheng (Eds.)
(cid:129)
IoT as a Service
6th EAI International Conference, IoTaaS 2020
’ –
Xi an, China, November 19 20, 2020
Proceedings
123
Editors
BoLi Changle Li
Northwestern Polytechnical University State Key Laboratoryof ISN
Xi’an,China XidianUniversity
Xi’an,China
MaoYang
Northwestern Polytechnical University ZhongjiangYan
Xi’an,China Schoolof Electronics andInformation
Northwestern Polytechnical University
Jie Zheng Xi’an,China
Northwest University
Xi’an,China
ISSN 1867-8211 ISSN 1867-822X (electronic)
Lecture Notesof the Institute for Computer Sciences, Social Informatics
andTelecommunications Engineering
ISBN 978-3-030-67513-4 ISBN978-3-030-67514-1 (eBook)
https://doi.org/10.1007/978-3-030-67514-1
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Preface
IoTaaS is endorsed by the European Alliance for Innovation, a leading
community-basedorganizationdevotedtotheadvancementofinnovationinthefieldof
ICT.The6thInternationalConferenceonIoTasaService(IoTaaS)aimstocontribute
to the discussion on the challenges posed by the Internet of Things (IoT). The IoTaaS
conference aims to bring together researchers and practitioners interested in IoT from
academiaandindustry.IoTaaSattendeespresentnovelideas,exchangepointsofview,
andfostercollaborations.Even,facedwiththedifficultiesofCOVID-19,IoTaaS2020
still received alarge numberofmanuscripts andwassuccessfully held with greathelp
from all authors, reviewers, TPC members, and organization committees.
IoTaaS 2020, consisted of 2 technical tracks and 3 workshops: 2nd Workshop on
Edge Intelligence and Computing for IoT Communications and Applications, Work-
shop on Satellite Communication Networks for Internet of Things, Workshop on
Satellite Communications and Spatial Information Network. IoTaaS has become one
of the major events in these areas in the Asia-Pacific region. It has been successful in
encouraging interactions among participants, exchanging novel ideas and disseminat-
ing knowledge.
Following the great success of the past IoTaaS 2014–2019, IoTaaS 2020 received
136 submitted papers, out of which 69 papers were selected for presentation. The
TechnicalProgramCommitteedidanoutstandingjobinorganizingadiversetechnical
programconsistingof14symposiathatcoveredabroadrangeofresearchareasinIoT
technologies.UndertheexcellentleadershipofTPCCo-ChairsProf.ChangleLi,Prof.
Zhongjiang Yan, and Prof. Mao Yang, TPC members handled the reviews of papers,
with each paper receiving more than 3 reviews on average.
The technical program featured two outstanding keynote speakers, who presented
theirvisionofIoTintheoryandpractice:Prof.BaomingBai,XidianUniversity,China;
Prof. Guizhong Liu, Xi’an Jiaotong University, China.
We would like to thank the TPC Co-Chairs, TPC members, all the reviewers, the
Workshops Chair, the Web Chair, the Publications Chair, the Local Chair, and all the
members of the organizing committee for their assistance and efforts to make the
conference succeed. The continuing sponsorship by EAI and Springer is gratefully
acknowledged. We also express our appreciation to the conference keynote speakers,
paper presenters, and authors.
Bo Li
Conference Organization
Steering Committee
Imrich Chlamtac Bruno Kessler Professor, University of Trento, Italy
Bo Li Northwestern Polytechnical University, China
Organizing Committee
General Chair
Bo Li Northwestern Polytechnical University, China
General Co-chairs
Baowang Lian Northwestern Polytechnical University, China
Yingzhuang Liu HuazhongUniversityofScience &Technology,China
Zhenyu Xiao Beihang University, China
TPC Chair and Co-chairs
Changle Li Xidian University, China
Zhongjiang Yan Northwestern Polytechnical University, China
Mao Yang Northwestern Polytechnical University, China
Sponsorship and Exhibit Chair
Xiaoya Zuo Northwestern Polytechnical University, China
Local Chair
Zhongjiang Yan Northwestern Polytechnical University, China
Workshops Chair
Zhong Shen Xidian University, China
Publicity and Social Media Chair
Zhongjiang Yan Northwestern Polytechnical University, China
Publications Chair
Jie Zheng Northwest University, China
Web Chair
Mao Yang Northwestern Polytechnical University, China
viii Conference Organization
Tutorials Chair
Jie Zheng Northwest University, China
Technical Program Committee
Zhengwen Cao Northwest University, China
Zhengchuan Chen Chongqing University, China
Nan Cheng Xidian University, China
Hua Cui Chang’an University, China
Yongqian Du Northwestern Polytechnical University, China
Rongfei Fan Beijing Institute of Technology, China
Yongsheng Gao Northwestern Polytechnical University, China
Chen He Northwest University, China
Yongqiang Hei Xidian University, China
Yilong Hui Xidian University, China
Bin Li Northwestern Polytechnical University, China
Guifang Li Northwestern Polytechnical University, China
Zhan Li Northwest University, China
Ni Liu Chang’an University, China
Wei Liang Northwestern Polytechnical University, China
Zhanwen Liu Chang’an University, China
Zhongjin Liu Coordination Center of China, China
Hao Luan Xidian University, China
Xin Ma Northwestern Polytechnical University, China
Evgeny Neretin Moscow Aviation Institute, Russia
Laisen Nie Northwestern Polytechnical University, China
Yong Niu Beijing Jiaotong University, China
Xiaoyan Pang Northwestern Polytechnical University, China
Bowei Shan Chang’an University, China
Jiao Shi Northwestern Polytechnical University, China
Xiao Tang Northwestern Polytechnical University, China
Jing Wang Chang’an University, China
Jun Wang Northwest University, China
Wei Wang Chang’an University, China
Jian Xie Northwestern Polytechnical University, China
Mingwu Yao Xidian University, China
Daosen Zhai Northwestern Polytechnical University, China
Yongqin Zhang Northwest University, China
Xuan Zhu Northwest University, China
Jiang Zhu Zhejiang University
Min Zhu Xidian University, China
Xiaoya Zuo Northwestern Polytechnical University, China
Contents
Algorithm and Information for Wireless Network
Approximation of DAC Codeword Distribution for Equiprobable Binary
Sources Along Proper Decoding Paths. . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Nan Yang and Yong Fang
Research on Multi-UAV Swarm Control Based on Olfati-Saber Algorithm
with Variable Speed Virtual Leader. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14
Yanqi Jing
Resource Joint Allocation Scheme Based on Network Slicing
Under C-RAN Architecture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23
Jiajia Chen, Jie Gong, Xiang Chen, and Terngyin Hsu
Optimal Thresholds for Differential Energy Detection of Ambient
Backscatter Communication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36
Yuan Liu, Pinyi Ren, and Qinghe Du
Resource Allocation for Multi-UAV Assisted Energy-Efficient IoT
Communications with Co-channel Interference . . . . . . . . . . . . . . . . . . . . . . 54
Yanming Liu, Kai Liu, Jinglin Han, Lipeng Zhu, and Zhenyu Xiao
Correlation Based Secondary Users Selection for Cooperative Spectrum
Sensing Network. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 68
Yifu Zhang, Wenxun Zhao, Dawei Wang, Daosen Zhai, and Xiao Tang
The Design Methodology for MAC Strategies and Protocols Supporting
Ultra-Low Delay Services in Next Generation IEEE 802.11 WLAN . . . . . . . 80
Bo Li, Ghaleb Abdullah Abdulwahab Mohammed, Mao Yang,
and Zhongjiang Yan
Efficient Cluster Head Selection for Multimode Sensors in Wireless
Sensor Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98
Li Xu, Xia Luo, and Huanzhu Wang
Pricing Based Resource Allocation Algorithm in Wireless Aeronautics
Network Virtualization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
Kexiang Wang, Xueli Zheng, Mao Yang, Zhongjiang Yan, and Bo Li
Access Algorithm in Software-Defined Satellite Network. . . . . . . . . . . . . . . 122
Qiheng Gu, Zhen Xu, and Xiaoting Wang
x Contents
A Low-Loss Strategy for Network Function Virtualization
Multicast Optimization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 135
Muxin Tian
A Deployment Method Based on Artificial Bee Colony Algorithm
for UAV-Mounted Base Stations. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143
Chen Zhang, Leyi Zhang, Yanming Liu, Lipeng Zhu, and Zhenyu Xiao
Edge Intelligence and Computing for IoT Communications
and Applications
Trajectory Optimization for UAV-Aided Data Collections . . . . . . . . . . . . . . 159
Hanxin Zhang, Caiyu Zhang, Zixuan Zhang, Changwen Zhou,
Yu Zhang, and Congduan Li
Design and Implementation of MCU-Based Reconfigurable Protocol
Conversion Module for Heterogeneous Sensor Networks . . . . . . . . . . . . . . . 171
Lei Zhao and Yan Zhang
FPGA-Based Neural Network Acceleration for Handwritten
Digit Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 182
Guobin Shen, Jindong Li, Zhi Zhou, and Xiang Chen
Edge Computing Based Two-Stage Emergency Braking
in Autonomous Driving. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 196
Lian Li, Zhan Xu, Jinhui Chen, Ruxin Zhi, and Mingzhe Huang
Cache Resource Allocation in D2D Multi-layer Social Network . . . . . . . . . . 207
Xianglin Kong, Pingping Chen, Zhijian Lin, Ying Wang,
and Yongcheng Yang
Enhanced Frame Break Mechanism for ALOHA-Based RFID
Anti-Collision Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 222
Xiangjian Zeng, Jiyun Qiu, Xijun Wang, and Xiang Chen
Improved Intelligent Semantics Based Chinese Sentence Similarity
Computing for Natural Language Processing in IoT . . . . . . . . . . . . . . . . . . 234
Jiahao Ye, Lin Zhang, Ping Lan, Hua He, Dan Yang, and Zhiqiang Wu
Statistical Feature Aided Intelligent Deep Learning Machine Translation
in Internet of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 247
Yidian Zhang, Lin Zhang, Ping Lan, Wenyong Li, Dan Yang,
and Zhiqiang Wu
An Automated Method of Identifying Incorrectly Labelled Images Based
on the Sequences of Loss Functions of Deep Learning Networks . . . . . . . . . 261
Zhipeng Zhang, Wenhui Shou, Wengting Ma, Dongjia Xing,
Qingqing Xu, Li-Qun Xu, Qingxia Fan, and Ling Xu