IoT as a Service: 6th EAI International Conference, IoTaaS 2020, Xi’an, China, November 19–20, 2020, Proceedings PDF
Preview IoT as a Service: 6th EAI International Conference, IoTaaS 2020, Xi’an, China, November 19–20, 2020, Proceedings
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 ©ICSTInstituteforComputerSciences,SocialInformaticsandTelecommunicationsEngineering2021 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland 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
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