advances on broad band wireless computing communication and applications pdf

BWCCA-2019 Organizing CommitteeHonorary Co-chairs Makoto Takizawa Hosei University, Japan Walter Sevenhans University of Antwerp, Belgium General Co-chairs Peter Hellinckx University of

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Lecture Notes in Networks and Systems 97

Proceedings of the 14th International Conference on Broad-Band Wireless Computing, Communication and

Applications (BWCCA-2019)

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Lecture Notes in Networks and Systems

Okyay Kaynak, Department of Electrical and Electronic Engineering,

Bogazici University, Istanbul, Turkey

Derong Liu, Department of Electrical and Computer Engineering, University

of Illinois at Chicago, Chicago, USA; Institute of Automation, Chinese Academy

of Sciences, Beijing, China

Witold Pedrycz, Department of Electrical and Computer Engineering,

University of Alberta, Alberta, Canada; Systems Research Institute,

Polish Academy of Sciences, Warsaw, Poland

Marios M Polycarpou, Department of Electrical and Computer Engineering,KIOS Research Center for Intelligent Systems and Networks, University of Cyprus,Nicosia, Cyprus

Imre J Rudas,Óbuda University, Budapest, Hungary

Jun Wang, Department of Computer Science, City University of Hong Kong,Kowloon, Hong Kong

www.TechnicalBooksPDF.com

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The series “Lecture Notes in Networks and Systems” publishes the latestdevelopments in Networks and Systems—quickly, informally and with high quality.Original research reported in proceedings and post-proceedings represents the core

The series covers the theory, applications, and perspectives on the state of the artand future developments relevant to systems and networks, decision making, control,complex processes and related areas, as embedded in theﬁelds of interdisciplinaryand applied sciences, engineering, computer science, physics, economics, social, andlife sciences, as well as the paradigms and methodologies behind them

** Indexing: The books of this series are submitted to ISI Proceedings,SCOPUS, Google Scholar and Springerlink **

More information about this series athttp://www.springer.com/series/15179

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Leonard Barolli • Peter Hellinckx •

Proceedings of the 14th International

Conference on Broad-Band Wireless

Computing, Communication and Applications (BWCCA-2019)

123

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Leonard Barolli

Department of Information

and Communication Engineering

Fukuoka Institute of Technology

Fukuoka, Japan

Peter HellinckxDepartment of ElectronicsUniversity of AntwerpAntwerp, Belgium

Tomoya Enokido

Rissho University

Tokyo, Japan

Lecture Notes in Networks and Systems

ISBN 978-3-030-33505-2 ISBN 978-3-030-33506-9 (eBook)

https://doi.org/10.1007/978-3-030-33506-9

This work is subject to copyright All rights are reserved by the Publisher, whether the whole or part

of the material is concerned, speci ﬁcally the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on micro ﬁlms or in any other physical way, and transmission

or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.

The use of general descriptive names, registered names, trademarks, service marks, etc in this publication does not imply, even in the absence of a speciﬁc statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.

The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made The publisher remains neutral with regard

to jurisdictional claims in published maps and institutional af ﬁliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

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Welcome Message of BWCCA-2019

International Conference Organizers

Welcome to the 14th International Conference on Broadband and WirelessComputing, Communication and Applications (BWCCA-2019), which will be held

in conjunction with the 14th 3PGCIC-2019 International Conference fromNovember 7 to 9, 2019, at University of Antwerp, Antwerp, Belgium

This International Conference is a forum for sharing ideas and research work inthe emerging areas of broadband and wireless computing Information networks oftoday are going through a rapid evolution Different kinds of networks withdifferent characteristics are emerging and they are integrating into heterogeneousnetworks For these reasons, there are many interconnection problems which mayoccur at different levels of the hardware and software design of communicatingentities and communication networks These kinds of networks need to manage anincreasing usage demand, provide support for a signiﬁcant number of services,guarantee their QoS and optimize the network resources

The success of all-IP networking and wireless technology has changed the ways

of living people around the world The progress of electronic integration andwireless communications is going to pave the way to offer people the access to thewireless networks on thefly, based on which all electronic devices will be able toexchange the information with each other in a ubiquitous way whenever necessary.The aim of this conference is to present the innovative research and technologies

as well as developments related to broadband networking and mobile and wirelesscommunications This edition BWCCA-2019 received 142 paper submissions, andbased on review results, we accepted 41 papers (about 29% acceptance ratio) forpresentation in the conference and publication by Springer in Lecture Notes inNetworks and Systems Proceedings

The organization of an International Conference requires the support and help ofmany people A lot of people have helped and worked hard to produce a successfulBWCCA-2019 technical program and conference proceedings First, we would like

to thank all authors for submitting their papers, Program Committee Members andreviewers who carried out the most difﬁcult work by carefully evaluating thesubmitted papers

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This year in conjunction with BWCCA-2019, we have seven InternationalWorkshops that complemented BWCCA-2019 program with contributions forspeciﬁc topics We would like to thank the Workshop Co-Chairs and all workshopsorganizers for organizing these workshops.

We thank Web Administrators Co-Chairs and Finance Chair for their excellentwork We would like to express our gratitude to Honorary Co-Chairs ofBWCCA-2019 for their support and help We give special thanks to KeynoteSpeakers of BWCCA-2019 and Local Arrangement Team of University of Antwerpfor making excellent local arrangement for the conference

We hope you will enjoy the conference and have a great time in Antwerp,Belgium

Peter HellinckxLeonard BarolliBWCCA-2019 General Co-chairs

Maarten WeynTomoya EnokidoBWCCA-2019 Program Committee Co-chairs

vi Welcome Message of BWCCA-2019 International Conference Organizers

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Welcome Message from BWCCA-2019

Workshops Co-chairs

Welcome to the Workshops of the 14th IEEE International Conference onBroadband and Wireless Computing, Communication and Applications(BWCCA-2019), which will be held in conjunction with the 14th 3PGCIC-2019International Conference from November 7 to 9, 2019, at University of Antwerp,Antwerp, Belgium

This year seven workshops will be held in conjunction with BWCCA-2019International Conference The workshops are very important part of the mainconference and they cover speciﬁc topics related to next-generation networks,network trafﬁc analysis, sensor technologies, smart environments, complexsystems, wireless communication, mobile networks and multimedia networking.BWCCA-2019 workshops are listed in following:

1 The 21st International Symposium on Multimedia Network Systems andApplications (MNSA-2019)

2 The 12th International Workshop on Next Generation of Wireless and MobileNetworks (NGWMN-2019)

3 The 10th International Workshop on Methods, Analysis and Protocols forWireless Communication (MAPWC-2019)

4 The 10th International Workshop on Cloud, Wireless and e-Commerce Security(CWECS-2019)

5 The 8th International Workshop on Robot and Vehicle Interaction, Control,Communication and Cooperation (RVI3C-2019)

6 The 5th International Workshop on Advanced Techniques and Algorithms forSecurity and Privacy (ATASP-2019)

7 The 2nd International Workshop on Bio-Sensing, Processing, Application andNetworking (BioSPAN-2019)

These workshops bring to the researchers conducting research in speciﬁc themesand the opportunity to learn from this rich multi-disciplinary experience

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The Workshop Chairs would like to thank the workshop organizers for theirgreat efforts and hard work in proposing the workshop, selecting the papers, theinteresting programs and for the arrangements of the workshop during the con-ference days.

We hope you enjoy the workshop’s programs and proceedings

Bart LannooBen BellekensKeita MatsuoFarookh HussainBWCCA-2019 Workshops Co-chairsviii Welcome Message from BWCCA-2019 Workshops Co-chairs

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BWCCA-2019 Organizing Committee

Honorary Co-chairs

Makoto Takizawa Hosei University, Japan

Walter Sevenhans University of Antwerp, Belgium

General Co-chairs

Peter Hellinckx University of Antwerp, Belgium

Leonard Barolli Fukuoka Institute of Technology, Japan

Program Committee Co-chairs

Maarten Weyn University of Antwerp University, BelgiumTomoya Enokido Rissho University, Japan

Workshop Co-chairs

Bart Lannoo University of Antwerp, Belgium

Ben Bellekens University of Antwerp, Belgium

Keita Matsuo Fukuoka Institute of Technology, Japan

Farookh Hussain University of Technology Sydney, Australia

Finance Chair

Makoto Ikeda Fukuoka Institute of Technology, Japan

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Web Administrator Co-chairs

Kevin Bylykbashi Fukuoka Institute of Technology, Japan

Donald Elmazi Fukuoka Institute of Technology, Japan

Miralda Cuka Fukuoka Institute of Technology, Japan

Local Organizing Co-chairs

Thomas Huybrechts University of Antwerp, Belgium

Jens De Hoog University of Antwerp, Belgium

Steering Committee Co-chair

Track Areas

1 Next Generation Wireless Networks

Track Co-chairs

Bhed Bista Iwate Prefectural University, Japan

Szu-Yin Lin Chung Yuan Christian University, TaiwanSriram Chellappan University of South Florida, USA

PC Members

Jiahong Wang Iwate Prefectural University, Japan

Shigetomo Kimura University of Tsukuba, Japan

Chotipat Pornavalai King Mongkut’s Institute of Technology

Ladkrabang, ThailandDanda B Rawat Howard University, USA

Gongjun Yan University of Southern Indiana, USA

Vamsi Paruchuri University of Central Arkansas, USA

Shih-Yi James Chien National Sun Yat-sen University, TaiwanPei-Ju Lee National Chung Cheng University, TaiwanChih-Hao Lin Chung Yuan Christian University, TaiwanHao-Hsiang Ku National Taiwan Ocean University, TaiwanJung-Bin Li Fu Jen Catholic University, Taiwan

Thoshitha Gamage Southern Illinois University, USA

Mukundan Sridharan Samraksh Company, USA

Brijesh Chejerla Florida Blue, USA

Srinivas Chakravarthi Thandu Amazon, USA

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2 Cloud and Service Computing

Track Co-chairs

Hwamin Lee Soonchunhyang University, Korea

Ramesh C Hansdah Indian Institute of Science, Bangalore, IndiaBaojiang Cui Beijing University of Posts

and Telecommunications, China

PC Members

Gang Wang Nankai University, China

Jianxin Wang Beijing Forestry University, China

Jie Cheng Shandong University, China

Shaoyin Cheng University of Science And Technology of China,

ChinaYan Zhang Hubei University, China

Willy Susilo University of Wollongong, Australia

Kamil Kluczniak Wroclaw University of Technology, PolandFrancesco Palmieri University of Salerno, Italy

Jian Shen Nanjing University of Information Science

and Technology, China

Fangguo Zhang Sun Yat-sen University, China

Xinyi Huang Fujian Normal University, China

Shengli Liu Shanghai Jiaotong University, China

Zhenjie Huang Zhangzhou City University, China

Joseph K Liu Institute for Infocomm Research, AustraliaYong Yu University of Wollongong, China

Ding Wang Peking University, China

Tao Jiang Xidian University, China

Jianfeng Wang Xidian University, China

3 Multimedia and Web Applications

Track Co-chairs

Yoshihiro Okada Kyushu University, Japan

Chuan-Yu Chang National Yunlin University of Science

and Technology, TaiwanSalem Alkhalaf Qassim University, Saudi Arabia

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PC Members

Hiroaki Nishino Oita University, Japan

Kaoru Sugita Fukuoka Institute of Technology, Japan

Tomoyuki Ishida Fukuoka Institute of Technology, Japan

Makoto Nakashima Oita University, Japan

Nobukazu Iguchi Kinki University, Japan

Kenzi Watanabe Hiroshima University, Japan

Nobuo Funabiki Okayama University, Japan

Shinji Sugawara Chiba Institute of Technology, Japan

Li-Wei Kang National Yunlin University of Science

and Technology, TaiwanChia-Hung Yeh National Taiwan Normal University, TaiwanJun-Wei Hsieh National Taiwan Ocean University, TaiwanWu-Chih Hu National Penghu University of Science

and Technology, TaiwanChien-Cheng Lee Yuan-Ze University, Taiwan

Muhammad Hussain King Saud University, Saudi Arabia

Umair Azfar Khan Habib University, Pakistan

Shigeru Takano Kyushu University, Japan

Kosuke Kaneko Kyushu University, Japan

Akira Haga Kyushu University, Japan

4 Security and Privacy

Track Co-chairs

Tianhan Gao Northeastern University, China

Masakatsu Nishigaki Shizuoka University, Japan

Mohamed Abdur Rahman University of Prince Mugrin, Saudi Arabia

PC Members

Nan Guo Northeastern University, China

Zhenhua Tan Northeastern University, China

Jian Xu Northeastern University, China

Hiroaki Kikuchi Meiji University, Japan

Takamichi Saito Meiji University, Japan

Rashid Tahir University of Prince Mugrin, Madinah,

Saudi ArabiaSyed Sadiq University of Prince Mugrin, Madinah,

Saudi Arabia

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Md Mamunur Rashid

(Mamun)

King’s Business School, UKAkhlaq Ahmad Umm Al-Qura University, Makkah, Saudi ArabiaShyhtsun Felix Wu University of California, Davis, USA

Zhen-Yu Wu Penghu University of Science and Technology,

TaiwanTsung-Chih Hsiao Southeast University, China

Kuo-Kun Tseng Harbin Institute of Technology, China

Akira Otsuka Institute of Information Security, Japan

Naonobu Okazaki University of Miyazaki, Japan

Masaki Shimaoka Secom Co., Ltd., Japan

5 Network Protocols and Performance Analysis

Track Co-chairs

Tetsuya Shigeyasu Prefectural University of Hiroshima, JapanChing-Feng Liang Industrial Technology Research Institute, TaiwanVamsi Paruchuri University of Central Arkansas, USA

PC Members

Xiaoyi Wang Nokia Solutions and Networks, USA

Yu Sun University of Central Arkansas, USA

Qiang Duan Pennsylvania State University, USA

Han-Chieh Wei Dallas Baptist University, USA

Masaaki Yamanaka Japan Coast Guard Academy, Japan

Misako Urakami Tokuyama College of Technology, JapanTomoya Kawakami Nara Institute of Science and Technology, JapanMasaaki Noro Fujitsu Corp., Japan

Nobuyoshi Sato Iwate Prefectural University, Japan

Phone Lin National Taiwan University, Taiwan

Ray-Guang Cheng National Taiwan University of Science

and Technology, TaiwanShun-Ren Yang National Tsing Hua University, Taiwan

Whai-En Chen National Ilan University, Taiwan

6 Intelligent and Cognitive Computing

Chairs

Lidia Ogiela Pedagogical University of Krakow, PolandTakahiro Uchiya Nagoya Institute of Technology, Japan

Hai Dong RMIT University, Australia

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PC Members

Atsuko Mutoh Nagoya Institute of Technology, Japan

Shinsuke Kajioka Nagoya Institute of Technology, Japan

Ryota Nishimura Tokushima University, Japan

Shohei Kato Nagoya Institute of Technology, Japan

Francesco Pascale University of Salerno, Italy

Jan Platoš VŠB-Technical University of Ostrava,

Czech RepublicPavel Krömer VŠB-Technical University of Ostrava,

Czech RepublicUrszula Ogiela AGH University of Science and Technology,

PolandJana Nowaková VŠB-Technical University of Ostrava,

Czech RepublicChang, Choi Chosun University, Korea

Hae-Duck Joshua Jeong Korean Bible University, Korea

Pengcheng Zhang Hohai University, China

Sajib Mistry University of Sydney, Australia

Tooba Aamir RMIT University, Australia

Wei Du Wuhan University of Technology, ChinaWei Zhang Macquarie University, Australia

Shang-Pin Ma National Taiwan Ocean University, Taiwan

7 Distributed and Parallel Computing

Track Co-chairs

Naohiro Hayashibara Kyoto Sangyo University, Japan

Omar Khadeer Hussain University of New South Wales, Canberra,

Australia

PC Members

Sazia Parvin Melbourne Polytechnic, Australia

Naeem Janjua Edith Cowan University, Australia

Alireza Faed Ryerson University, Canada

Adil Hammadi Curtin University, Australia

Lucian Prodan Polytechnic University, Timisoara, RomaniaKanwalinderjit Kaur Gagneja Florida Polytechnic University

Rohaya Latip Universiti Putra Malaysia, Malaysia

Tomoya Enokido Rissho University, Japan

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8 IoT and Smart Environment

Track Co-chairs

Nadeem Javaid COMSATS University Islamabad, PakistanChun-Wei Tsai National Chung Hsing University, TaiwanOsama AlFarraj King Saud University (KSA), Saudi Arabia

PC Members

Zahoor Ali Khan Higher Colleges of Technology, UAE

Umar Qasim University of Alberta, Canada

Farookh Hussain University of Technology Sydney, AustraliaElis Kulla Okayama University of Science, Japan

Hsin-Hung Cho National Ilan University, Taiwan

Fan-Hsun Tseng National Taiwan Normal University, TaiwanHsin-Te Wu National Penghu University of Science

and Technology, Taiwan

9 Database, Data Mining and Big Data

Track Co-chairs

Antonio Esposito University of Campania Luigi Vanvitelli, ItalyYao-Chung Fan National Chung Hsing University, TaiwanMorteza Saberi University of New South Wales, Australia

PC Members

Mehran Samavati University of Sydney, Australia

Farshid Hajati Grifﬁth University, Australia

Jinnie Hee Yoon Sejong University, Korea

Elena Sitnikova UNSW, Australia

Chen-Yi Lin National Taichung University of Science

and Technology, TaiwanLun-Chi Chen National Center for High-performance

Computing (NCHC), TaiwanHuan Chen National Chung Hsing University, TaiwanLuca Tasquier University of Campania Luigi Vanvitelli, ItalyStefania Nacchia University of Campania Luigi Vanvitelli, ItalySalvatore Augusto Maisto University of Campania Luigi Vanvitelli, ItalySalvatore D’Angelo University of Campania Luigi Vanvitelli, Italy

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10 Ubiquitous and Pervasive Computing

Track Co-chairs

Isaac Woungang Ryerson University, Canada

Asm Kayes La Trobe University, Australia

Chyi-Ren Dow Feng Chia University, Taiwan

PC Members

Evjola Spaho Polytechnic University of Tirana, AlbaniaMakoto Ikeda Fukuoka Institute of Technology, Japan

Elis Kulla Okayama University of Science, Japan

Admir Barolli Aleksander Moisiu University of Durres, AlbaniaDonald Elmazi Fukuoka Institute of Technology, Japan

Alan Colman Swinburne University of Technology, AustraliaIqbal H Sarker Swinburne University of Technology, AustraliaEric Pardede La Trobe University, Australia

Syed Mahbub La Trobe University, Australia

Patrick Hung The University of Ontario Institute

of Technology, CanadaPei-Chun Lin Feng Chia University, Taiwan

Zhang Kejun ZheJiang University, China

Duc-Binh Nguyen Thai Nguyen University of Information

and Communications Technology (ICTU),Vietnam

Luca Caviglione CNIT, Italy

Hamed Aly Acadia University, Canada

Danda B Rawat Howard University, USA

Marcelo Luis Brocardo University of Victoria, Canada

Glaucio Carvalho Ryerson University, Canada

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Rawat DandaSakamoto ShinjiShibata YoshitakaShigeyasu TetsuyaSato FumiakiSaito TakamichiSpaho EvjolaSugawara ShinjiTakizawa MakotoTaniar DavidUchida KazunoriUehara MinoruUda RyuyaVenticinque SalvatoreVitabile SalvatoreWaluyo Agustinus BorgyWang Xu An

Woungang IsaacXhafa FatosYim Kangbin

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Welcome Message from MNSA-2019

International Symposium Co-chairs

It is our great pleasure to welcome you to the 21st International Symposium onMultimedia Network Systems and Applications (MNSA-2019), which will be held

in conjunction with the 14th International Conference on Broadband and WirelessComputing, Communication and Applications (BWCCA-2019) from November 7

to 9, 2019, at University Antwerp, Antwerp, Belgium

This international symposium is a forum for sharing ideas and research work inthe emerging areas of multimedia networking and systems

Networks of today are going through rapid evolution and the growing popularity

of wired and wireless networks, multimedia network systems and applications ischanging our daily life In the last few years, we have observed an explosive growth

of multimedia computing, communication and applications This revolution istransforming the way people lives, works and interacts with each other and isimpacting the way business, education, entertainment and health care are operating.Presently, a lot of research on high-speed networks and multimedia communication

is going on The papers included in this symposium cover aspects of CloudComputing, Fog Computing VANETs, multimedia applications, network protocols,distributed computing systems and wireless networks

Many people contributed to the success of MNSA-2019 First, we would like tothank the organizing committee of BWCCA-2019 International Conference forgiving us the opportunity to organize the symposium We would like to thank allauthors for submitting their research work and for their participation We arelooking forward to meet them again in the forthcoming editions of the workshop

We would like to express our appreciation to MNSA-2019 reviewers whocarefully evaluated the submitted papers Finally, we would like to thank the LocalArrangement Chairs for the local arrangement of the workshop

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We hope you will enjoy the symposium and have a great time in Antwerp,Belgium.

Makoto TakizawaLeonard BarolliMNSA-2019 Symposium Organizers

Tomoya EnokidoMNSA-2019 Program Co-chairs

MNSA-2019 Organizing Committee

Symposium Co-chairs

Makoto Takizwa Hosei University, Japan

Symposium PC Chair

Tomoya Enokido Rissho University, Japan

Program Committee Members

Testuya Shigeyasu Prefectural University of Hiroshima, JapanShintaro Imai Iwate Prefectural University, Japan

Takuya Yoshihiro Wakayama University, Japan

Motoi Yamagiwa University of Yamanashi, Japan

Kazunori Ueda Kochi University of Technology, Japan

Irfan Awan University of Bradford, UK

Bhed Bahadur Bista Iwate Prefectural University, Japan

Yusuke Gotoh Okayama University, Japan

Hui-Huang Hsu Tamkang University, Taiwan

Rei Itsuki Hiroshima International University, JapanSatoru Izumi Tohoku University, Japan

Akio Koyama Yamagata University, Japan

Tomotaka Kozuki Hiroshima International University, JapanToshiaki Osada Tohoku Bunka Gakuen University, JapanFumiaki Sato Toho University, Japan

Takuo Suganuma Tohoku University, Japan

Hideyuki Takahashi Tohoku University, Japan

Atsushi Takeda Tohoku Gakuin University, Japan

Noriki Uchida Fukuoka Institute of Technology, Japan

Misako Urakami Oshima National College of Maritime

Technology, JapanMasaaki Yamanaka Hiroshima International University, JapanMuhammad Younas Oxford Brookes University, UK

Fatos Xhafa Technical University of Catalonia, Spain

xx Welcome Message from MNSA-2019 International Symposium Co-chairs

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Welcome Message from NGWMN-2019

International Workshop Co-chairs

Welcome to the 12th International Workshop on Next Generation of Wireless andMobile Networks (NGWMN-2019), which will be held in conjunction with the14th International Conference on Broadband and Wireless Computing,Communication and Applications (BWCCA-2019) from November 7 to 9, 2019, atUniversity Antwerp, Antwerp, Belgium

The aim of this workshop is to present the innovative researches, methods andalgorithms for wireless networks, sensor networks and ubiquitous computing Thenext generation of wireless and mobile networks is expected to allow a singlemobile user to access heterogeneous wireless and mobile networks Therefore, thisworkshop will provide a timely technical forum for the dissemination of new results

in this exciting research area and is devoted to the architectures, protocols, resourcemanagement, mobility management and scheduling in integrated wireless andmobile networks

Many people have kindly helped us to prepare and organize the NGWMN-2019workshop First, we would like to thank the authors who submitted high-qualitypapers and reviewers who carefully evaluated the submitted papers We would like

to give our special thanks to General Co-Chairs of BWCCA-2019 for their strongencouragement and guidance to organize this workshop We would like to thank all

of the PC members for their serious review works in order to make a successfulorganization of NGWMN-2019

Finally, we would like to thanks the Local Organizing Committee ofBWCCA-2019 for excellent arrangement

We hope you will enjoy the conference and have a great time in Antwerp,Belgium

Leonard BarolliHsing-Chung Chen (Jack Chen)

Kangbin YimNGWMN-2019 Co-chairs

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Asia University, Taiwan

Kangbin Yim Soonchunhyang University, Korea

David Taniar Monash University, Australia

Kin Fun Li University of Victoria, Canada

Fatos Xhafa Technical University of Catalonia, SpainVamsi Paruchuri University of Central Arkansas, USA

Neng-Yih Shih Asia University, Taiwan

Yeong-Chin Chen Asia University, Taiwan

Ming-Shiang Huang Asia University, Taiwan

Isaac Woungang Ryerson University, Canada

Arjan Durresi Indiana University–Purdue University

Indianapolis, USAJyh-Horng Wen Tunghai University, Taiwan

Cheng-Ying Yang Department of Computer Science,

University of Taipei, TaiwanTzu-Liang Kung Asia University, Taiwan

Muhammad Younas Oxford Brookes University, UK

Awan Irfan University of Bradford, UK

Yung-Fa Huang Chaoyang University of Technology, TaiwanChia-Hsin Cheng National Formosa University, Yunlin County,

TaiwanNeng-Yih Shih Asia University, Taiwan

Jyu-Wei Wang Asia University, Taiwan

xxii Welcome Message from NGWMN-2019 International Workshop Co-chairs

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Message from MAPWC-2019

International Workshop Organizers

Welcome to the 10th International Workshop on Methods, Analysis and Protocolsfor Wireless Communication (MAPWC-2019), which will be in conjunction withthe 14th International Conference on Broadband and Wireless Computing,Communication and Applications (BWCCA-2019) from November 7 to 9, 2019, atUniversity Antwerp, Antwerp, Belgium

Wireless communications are characterized by high bit error rates and bursterrors, which arise due to interference fading, shadowing, terminal mobility and so

on Since the traditional design of the algorithms, methods and protocols of thewired Internet did not take wireless networks into account, the performance overwireless networks is largely degraded Especially, multi-hop communicationaggravates the problem of wireless communication even further To solve theseproblems, there has been increased interest to propose and design new algorithmsand methodologies for wireless communication

The aim of this workshop is to present the innovative researches, methods andnumerical analysis for wireless communications and wireless networks Theworkshop contains high-quality research papers, which were selected carefully byProgram Committee Members

It is impossible to organize such a successful program without the help of manyindividuals We would like to express our appreciation to the authors of thesubmitted papers and to the program committee members, who provided timely andsigniﬁcant review

We hope all of you will enjoy MAPWC-2019 and ﬁnd this a productiveopportunity to exchange ideas with many researchers

Makoto IkedaElis KullaHiroshi MaedaMAPWC-2019 Workshop Co-chairs

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MAPWC-2019 Organizing Committee

Workshop Chair

Elis Kulla Okayama University of Science, Japan

Hiroshi Maeda Fukuoka Institute of Technology, Japan

Arjan Durresi Indiana University–Purdue University

Indianapolis (IUPUI), USALeonard Barolli Fukuoka Institute of Technology, Japan

Kazunori Uchida Fukuoka Institute of Technology, Japan

Koki Watanabe Fukuoka Institute of Technology, Japan

Shinichi Ichitsubo Kyushu Institute of Technology, Japan

Zhi Qi Meng Fukuoka University, Japan

Irfan Awan Bradford University, UK

Tsuyoshi Matsuoka Kyushu Sangyo University, Japan

Fatos Xhafa Technical University of Catalonia, SpainKiyotaka Fujisaki Fukuoka Institute of Technology, Japan

xxiv Message from MAPWC-2019 International Workshop Organizers

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Message from CWECS-2019 International

Workshop Organizers

Welcome to the 10th International Workshop on Cloud, Wireless and e-CommerceSecurity (CWECS-2019), which is held in conjunction with the 14th InternationalConference on Broadband and Wireless Computing, Communication andApplications (BWCCA-2019) from November 7 to 9, 2019, at University Antwerp,Antwerp, Belgium

Computer network and communication have been a part of our everyday life.People use them to contact others almost anytime anywhere However, hackers due

to business beneﬁts, enjoying their skill/professional achievement or some otherreasons very often attack, intrude or penetrate our systems This is the key reasonwhy computer/network security has been one of the important issues in computerresearch Many researchers have tried to do their best to develop system securitytechniques and the methods to protect a system But system attacks still occurworldwide every day In fact, current system security technology is far away fromperfect and should be continuously improved

This workshop aims to present the innovative researches, methods andapplications for cloud, wireless and e-commerce security Other network relatedpapers are also welcomed The workshop contains high-quality research papers,which were selected carefully by Program Committee Members

It is impossible to organize such a successful program without the help of manyindividuals We would like to express our appreciation to the authors of thesubmitted papers and to the program committee members, who provided timely andsigniﬁcant reviews

We hope all of you will enjoy CWECS-2019 and ﬁnd this a productiveopportunity to exchange ideas with many researchers

Fang-Yie LeuAniello CastiglioneKun-Lin TsaiJia-Chun LinCWECS-2019 Workshop Co-chairs

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CWECS-2019 Organizing Committee

Workshop Co-chairs

Fang-Yie Leu Tunghai University, Taiwan

Aniello Castiglione University of Naples Parthenope, Italy

Kun-Lin Tsai Tunghai University, Taiwan

Jia-Chun Lin University of Oslo, Norway

Alessandra Sala University of California, Santa Barbara, USAAgung Budi Prasetijo Diponegoro University, Indonesia

Antonio Colella Italian Army, Italy

Chin-Cheng Lien Soochow University, Taiwan

Chin-Ling Chen Chaoyang University of Technology, TaiwanChiu-Ching Tuan National Taipei University of Technology,

TaiwanClaudio Soriente Universidad Politecnica de Madrid, SpainFrancesco Palmieri University of Salerno, Italy

Fuw-Yi Yang Chaoyang University of Technology, TaiwanHeru Susanto The Indonesian Institute of Sciences, IndonesiaI-Long Lin Central Police University, Taiwan

Ilsun You Soonchunhyang University, Korea

Jinn-Ke Jan National Chung Hsing University, TaiwanJung-Chun Liu Tunghai University, Taiwan

Lein Harn University of Missouri-Kansas City, USASen-Tang Lai Shih Chien University, Taiwan

Sergio Ricciardi Technical University of Catalonia, SpainShyhtsun Felix Wu University of California, Davis, USA

Tzung-Her Chen National Chiayi University, Taiwan

Ugo Fiore University of Naples Parthenope, Italy

xxvi Message from CWECS-2019 International Workshop Organizers

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Message from RVI3C-2019 International

Workshop Organizers

Welcome to the 8th International Workshop on Robot and Vehicle Interaction,Control, Communication and Cooperation (RVI3C-2019), which will be held inconjunction with the 14th International Conference on Broadband and WirelessComputing, Communication and Applications (BWCCA-2019) from November 7

to 9, 2019, at University Antwerp, Antwerp, Belgium

Robots and vehicles are being steadily introduced into modern everyday life andare expected to play a key role in the near future Typically, the robots are deployed

in situations where it is too dangerous, expensive, tedious and complex for humans

to operate, while vehicles are used in the roads and highways Although many

of the real-life applications may only need a single robot or vehicle, a large number

of them require the cooperation, coordination and communication of a team ofrobots and vehicles to accomplish a certain task The use of multiple robots andvehicles of overlapping capabilities offers a cost-effective and more robust solution.This redundancy in the robots and vehicles capabilities makes the overall systemmoreflexible and fault-tolerant

This workshop focuses on the emergingﬁeld of robot and vehicles interaction,communication and cooperation bringing together research and application ofmethodology from robotics, Vehicular Ad Hoc Networks (VANETs), humanfactors, human–computer interaction, interaction design, cognitive psychology,education and otherﬁelds to enable robots and vehicles to have more natural andmore rewarding interactions, communication and cooperation with humansthroughout their spheres of functioning

The design of an efﬁcient collaborative framework that ensures the autonomyand the individual requirements of the involved robots and vehicles is a verychallenging task Developing operational multi-robot and multi-vehicle teamsinvolves research on a number of topics such as fault-tolerant cooperative control,adaptive action selection, distributed control, robot and vehicle awareness of teammember actions, improving efﬁciency through learning, inter-robot andinter-vehicle communication, action recognition, local versus global control andmetrics for measuring the success

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The aim of this workshop is to present the innovative researches, technologiesand new concepts, services and application software of robotic systems andVANETs.

The organization of an International Workshop needs the help of many people

We would like to express our appreciation to the authors of the submitted papersand to the program committee members

We hope all of you will enjoy RVI3C-2019 program and your stay in Taichung,Taiwan

Keita MatsuoTakahiro UchiyaLeonard BarolliRVI3C-2019 Workshop Organizers

RI3C-2019 Organizing Committee

Workshop Co-chairs

Takahiro Uchiya Nagoya Institute of Technology, Japan

Tatsushi Tokuyasu Fukuoka Institute of Technology, Japan

Hiroyuki Fujioka Fukuoka Institute of Technology, Japan

Kaoru Fujioka Fukuoka Women’s University, Japan

Tetsuya Morizono Fukuoka Institute of Technology, Japan

Junpei Arai Yamagata College of Industry and Technology,

JapanArjan Durresi Indiana University–Purdue University

at Indianapolis (IUPUI), USAFatos Xhafa Technical University of Catalonia, SpainMakoto Ikeda Fukuoka Institute of Technology, Japan

Evjola Spaho Polytechnic University of Tirana, Albania

xxviii Message from RVI3C-2019 International Workshop Organizers

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Message from ATASP-2019 International

Workshop Organizers

Welcome to the 5th International Workshop on Advanced Techniques andAlgorithms for Security and Privacy (ATASP-2019) which will be in conjunctionwith the 14th International Conference on Broadband and Wireless Computing,Communication and Applications (BWCCA-2019) from November 7 to 9, 2019, atUniversity Antwerp, Antwerp, Belgium

As cloud computing becomes prevalent, more and more organizations outsourcethe expensive computing and storage into the cloud servers It brings appealingbeneﬁts including relief of the burden for storage management, universal dataaccess with independent geographical locations and avoidance of capitalexpenditure on hardware, software and personnel maintenances, etc Despite thetremendous beneﬁts, outsource storage inevitably suffers from some new securitychallenges, such as security and privacy of outsourced data To address these issues,there has been increased interest to propose and design new algorithms andmethodologies for secure cloud computing

This workshop covers the latest advances in securing cloud storage, cloudcomputing, secure systems and privacy issues that lead to gain competitiveadvantages in business and academia scenarios Industry and academic researchers,professionals and practitioners are invited to exchange their experiences and presenttheir ideas in thisﬁeld The workshop contains high-quality research papers, whichwere selected carefully by Program Committee Members The main topics ofinterest of ATASP-2019 include but are not limited to the following:

Security infrastructure and framework of cloud computing

Coding and cryptography for secure cloud

Remote data integrity and possession

Distributed computation and access control on encrypted data

Privacy-preserving technologies in cloud computing

Security and privacy in outsourcing data and computation

Dependability, availability and forensics in cloud

Secure data sharing and secure data replication

Security in cloud and grid systems

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It is impossible to organize such a successful program without the help of manyindividuals We would like to express our appreciation to the authors of thesubmitted papers and to the program committee members, who provided timely andsigniﬁcant review.

We hope all of you will enjoy ATASP-2019 and ﬁnd this a productiveopportunity to exchange ideas with many researchers

Leonard BarolliTakamichi SaitoWorkshop Co-chairsMirang ParkTetsuya IzuWorkshop PC Co-chairs

ATASP-2019 International Workshop Organizers

Workshop Co-chairs

Takamichi Saito Meiji University, Japan

Workshop PC Co-chairs

Mirang Park Kanagawa Institute of Technology, JapanTetsuya Izu Fujitsu Laboratories Ltd., Japan

Dai Yamamoto Fujitsu Laboratories Ltd., Japan

Yukie Unno Fujitsu Laboratories Ltd., Japan

Toshihiro Ohigashi Tokai University, Japan

Yuichi Nakamura Waseda University, Japan

Yasuyuki Nogami Okayama University, Japan

Hiroaki Kikuchi Meiji University, Japan

Xu An Wang Engineering University of CAPF, China

Naonobu Okazaki University of Miyazaki, Japan

Hisaaki Yamaba University of Miyazaki, Japan

Masakatsu Nishigaki Shizuoka University, Japan

Kevin Bylykbashi Fukuoka Institute of Technology, Japan

xxx Message from ATASP-2019 International Workshop Organizers

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Message from BioSPAN-2019 International

Workshop Organizers

Welcome to the 2nd International Workshop on Bio-Sensing, Processing,Application and Networking (BioSPAN-2019), which will be held in conjunctionwith the 14th International Conference on Broadband and Wireless Computing,Communication and Applications (BWCCA-2019) from November 7 to 9, 2019, atUniversity Antwerp, Antwerp, Belgium

As an international workshop, BioSPAN aims to share the recent developments

in the biomedical domain of broadband and wireless computing andcommunication This workshop will bring together leading researchers, engineersand scientists from around the world to disseminate their work in bio-sensing,bio-signal processing, biomedical application and bio-networking technologies.Topics of interest of BioSPAN-2019 are related with:

Bioelectronics and diagnostics,

Biomedical image analysis,

Biosensors and biosensor networks,

Data mining and pattern recognitions in bio-data,

Validation of biosensors in practical environment,

Bio-system integration,

Signal transduction technology,

Commercial developments, manufacturing and markets,

Acoustic wave biosensors,

Optical and spectral-analysis-based biosensors,

Advanced bio-signal processing,

Bio-sensing applications and case studies,

Wireless technology for medical biology and the life sciences,

Body area networks and body sensor networks

It is impossible to organize such a successful program without the help of manyindividuals We would like to express our appreciation to the authors of thesubmitted papers and to the program committee members, who provided timely andsigniﬁcant review

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We hope all of you will enjoy BioSPAN-2019 and ﬁnd this a productiveopportunity to exchange ideas with many researchers.

Kin Fun LiKosuke TakanoBioSPAN-2019 International Workshop Organizers

BioSPAN-2019 Organizing Committee

Workshop Co-chairs

Kin Fun Li University of Victoria, Canada

Kosuke Takano Kanagawa Institute of Technology, Japan

Yvonne Coady University of Victoria, Canada

Watheq El-Kharashi Ain Shams University, Egypt

Michael Horie British Columbia Institute of Technology,

CanadaWei Li Beijing University of Posts

and Telecommunication, China

Ana-Maria Sevcenco University of Victoria, Canada

Nadeem Javaid COMSATS University Islamabad, PakistanFatos Xhafa Technical University of Catalonia, SpainTomoya Enokido Rissho University, Japan

Evjola Spaho Polytechnic University of Tirana, AlbaniaElis Kulla Okayama University of Science, Japan

Shinji Sakamoto Seikei University, Japan

Admir Barolli Aleksander Moisiu University of Durres, AlbaniaHiroaki Nishino Oita University, Japan

xxxii Message from BioSPAN-2019 International Workshop Organizers

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BWCCA-2019 Keynote Talks

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Wireless Experimentation with SDR:

The Way to Drive Innovation

Ingrid Moerman

Ghent University, Ghent, Belgium

Abstract There exist many ways for researching and developing innovativesolutions: from theoretical analysis, simulations, small-scale setup to large-scaleexperimentation Thisﬁrst part of this talk will discuss the beneﬁts and pitfalls ofdifferent approaches and illustrate them with some concrete examples

While experimentation seems to be the most challenging approach, the secondpart of this talk will present how the software-deﬁned radio (SDR) facility offered inthe H2020 ORCA project is capable to accelerate wireless innovation Theadvantage of SDR over“off-the-shelf” technology is that it enables full and openimplementation of all network functionality, also the lower physical and mediumaccess control (MAC) layers The ultimate goal of the ORCA project is to enablewireless experimenters to unlock the potential of reconﬁgurable radio technology

by setting up advanced experiments involving end-to-end applications that requirecontrol of novel wireless technologies or cooperation between multiple networkedSDR platforms within extreme and/or diverging communication needs in terms oflatency, reliability or throughput, well before new radio technologies becomeavailable on the market in commercial off-the-shelf products

In the third and last part of the talk, the ORCA vision toward orchestratingnext-generation services through end-to-end network slicing will be presented.Network slicing (also known as network virtualization) allows network resources to

be used in aflexible, dynamic and customized manner, and most crucially, providesisolation between different virtual networks ORCA believes that each networksegment should have their own orchestrator, tailored to the segment’s particulari-ties The use of a separate orchestrator for each network segment reduces com-plexity and breaks down the larger E2E network orchestration problem into smallerparts In this way, each segment orchestrator can focus on a limited number ofwell-deﬁned tasks, reducing the software complexity, both in terms of design andimplementation The ORCA vision is expected to foster innovation for everyone(not only big industrial players but also smaller companies and the research com-munity), to reduce development life cycle, to simplify standardisation and tostimulate multi-disciplinary experimentation

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2020: The AI Decade

Deevid De Meyer

Cronos Group, Leuven, Belgium

Abstract By now, it should be clear to everyone that AI has had a significantimpact over the past decade Thanks to the rise of deep learning, applications arebeing released almost every week that were previously deemed impossible.Chatbots, deepfakes, self-driving cars, intelligent cameras, digital authors and thesetechnologies have been made feasible in the past 10 thanks to machine learning, andbreakthroughs are still happening on almost a weekly basis Where 2010 was thedecade where AI broke through, many people think that 2020 will be the decadewhere it reaches maturity and widespread adoption In this presentation, we willlook at today’s frontier of artificial intelligence and predict how the field of AI willevolve in the coming decade

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The 14th International Conference on Broad-Band andd Wireless

Computing, Communication and Applications (BWCCA-2019)

A Fuzzy-Based Decision System for Sightseeing Spots Considering

Hot Spot Access as a New Parameter 3

Yi Liu, Kevin Bylykbashi, and Leonard Barolli

A Multi-sensor Based Physical Condition Estimator

for Home Healthcare 12Toshiyuki Haramaki and Hiroaki Nishino

Performance Evaluation of WMNs WMN-PSOHC System

Considering Constriction and Linearly Decreasing Inertia

Weight Replacement Methods 22Shinji Sakamoto, Seiji Ohara, Leonard Barolli, and Shusuke Okamoto

A Fuzzy-Based Simulation System for IoT Node Selection

in Opportunistic Networks and Testbed Implementation 32Miralda Cuka, Donald Elmazi, Keita Matsuo, Makoto Ikeda,

and Leonard Barolli

Consensus Based Mechanism Using Blockchain for Intensive Data

of Vehicles 44Tehreem Ashfaq, Muhammad Ahmed Younis, Shahzad Rizwan,

Zahid Iqbal, Shahid Mehmood, and Nadeem Javaid

Block-VN: A Distributed Blockchain-Based Efﬁcient

Communication and Storage System 56Hassan Farooq, Muhammad Usman Arshad, Muhammad Faraz Akhtar,

Shahid Abbas, Bilal Zahid, and Nadeem Javaid

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Electric Vehicles Privacy Preserving Using Blockchain

in Smart Community 67Omaji Samuel, Nadeem Javaid, Faisal Shehzad,

Muhammad Sohaib Iftikhar, Muhammad Zohaib Iftikhar,

Hassan Farooq, and Muhammad Ramzan

A Nodes Selection Algorithm for Fault Recovery

in the GTBFC Model 81Ryuji Oma, Shigenari Nakamura, Tomoya Enokido, and Makoto Takizawa

A TBOI (Time-Based Operation Interruption) Protocol to Prevent

Late Information Flow in the IoT 93Shigenari Nakamura, Tomoya Enokido, and Makoto Takizawa

Enhancement of Binary Spray and Wait Routing Protocol

for Improving Delivery Probability and Latency in a Delay

Tolerant Network 105Evjola Spaho, Klodian Dhoska, Leonard Barolli, Vladi Kolici,

and Makoto Takizawa

Data Exchange Algorithm at Aggregate Level

in the TWTBFC Model 114Yinzhe Guo, Ryuji Oma, Shigenari Nakamura, Tomoya Enokido,

and Makoto Takizawa

Trust-Based Game-Theoretical Decision Making

for Food-Energy-Water Management 125Suleyman Uslu, Davinder Kaur, Samuel J Rivera, Arjan Durresi,

and Meghna Babbar-Sebens

Energy-Efﬁcient Purpose Ordering Scheduler 137Tomoya Enokido and Makoto Takizawa

NFC-Based Commissioning of Adaptive Sensing Applications

for the 5G IIoT 150Hadil Abukwaik, Christian Groß, and Markus Aleksy

SCHC-Based Solution for Roaming in LoRaWAN 162Wael Ayoub, Mohamad Mroue, Abed Ellatif Samhat, Fabienne Nouvel,

and Jean-Christophe Prévotet

Reputation System for IoT Data Monetization Using Blockchain 173Atia Javaid, Maheen Zahid, Ishtiaq Ali, Raja Jalees Ul Hussen Khan,

Zainib Noshad, and Nadeem Javaid

Blockchain Based Balancing of Electricity Demand and Supply 185Maheen Zahid, Ishtiaq Ali, Raja Jalees Ul Hussen Khan, Zainib Noshad,

Atia Javaid, and Nadeem Javaid

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Data Replication Based on Cuckoo Search in Mobile

Ad-Hoc Networks 199Takeru Kurokawa and Naohiro Hayashibara

Trusted, Decentralized and Blockchain-Based M2M Application

Service Provision 210Besfort Shala, Ulrich Trick, Armin Lehmann, Bogdan Ghita,

and Stavros Shiaeles

A New Mobile Agent System for Sharing Disaster Information

Under Unstable Network Conditions 222Natsuki Matsumoto and Tetsuya Shigeyasu

A Deep Hybrid Collaborative Filtering Based

on Multi-dimension Analysis 231Chunyan Zeng, Songnan Lv, Shangli Zhou, and Zhifeng Wang

An Energy Efﬁcient Mechanism for Downlink and Uplink

Decoupling in 5G Networks 241Christos Bouras, Georgios Diles, and Rafail Kalogeropoulos

Efﬁcient 5G Network Decoupling Using Dynamic Modulation

and Coding Scheme Selection 253Christos Bouras, Vasileios Kokkinos, and Evangelos Michos

A Probabilistic Ofﬂoading Approach in Mobile Edge Computing 266Bhed Bahadur Bista, Jiahong Wang, and Toyoo Takata

Fuzzy Geocasting in Opportunistic Networks 279Sanjay K Dhurandher, Jagdeep Singh, Isaac Woungang,

Makoto Takizawa, Geetanshu Gupta, and Raghav Kumar

Digital Content Reﬁnement by Collecting Partly Unreliable

Attributes over a Network 293Shinji Sugawara

Web Version of IntelligentBox (WebIB) and Its Extension

for Web-Based VR Applications - WebIBVR 303Yoshihiro Okada

Enemy Attack Management Algorithm for Action

Role-Playing Games 315Tianhan Gao and Qingwei Mi

Apply Lagrange Interpolation Based Access Control Mechanism

in Personal Health Record Medical System 327Kuang-Yen Tai, Dai-Lun Chiang, Chun-Yen Chuang, Tzer-Shyong Chen,

and Frank Yeong-Sung Lin

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Analysis of the Relationship Between Psychological Manipulation

Techniques and Personality Factors in Targeted Emails 338Kota Uehara, Hiroki Nishikawa, Takumi Yamamoto, Kiyoto Kawauchi,

and Masakatsu Nishigaki

Gait-Based Authentication Using Anomaly Detection

with Acceleration of Two Devices in Smart Lock 352Kazuki Watanabe, Makoto Nagatomo, Kentaro Aburada,

Naonobu Okazaki, and Mirang Park

Accurate Online Energy Consumption Estimation of IoT Devices

Using Energest 363Adnan Sabovic, Carmen Delgado, Jan Bauwens, Eli De Poorter,

and Jeroen Famaey

Comparison of LoRa Simulation Environments 374Christos Bouras, Apostolos Gkamas, Spyridon Aniceto Katsampiris Salgado,

and Vasileios Kokkinos

Proactive Network Slices Management Algorithm Based on Fuzzy

Logic System and Support Vector Regression Model 386Amal Kammoun, Nabil Tabbane, Gladys Diaz, Nadjib Achir,

and Abdulhalim Dandoush

An Optimal Route Recommendation Method for a Multi-purpose

Travel Route Recommendation System 398Chen Yuan and Minoru Uehara

Artiﬁcial Intelligence Technique for Optimal Allocation

of Renewable Energy Based DGs in Distribution Networks 409Zia Ullah, M R Elkadeem, and Shaorong Wang

Impact of Sharing Algorithms for Cloud Services Management 423Lidia Ogiela, Makoto Takizawa, and Urszula Ogiela

Application of Cognitive Protocols in Transformative Computing 428Marek R Ogiela and Lidia Ogiela

Analyzing Mobile Cycling Applications for Monitoring Workouts 433Fabricio Landero Cristobal, Miguel A Wister, and Pablo Payro Campos

Road State Information Platform Based on Multi-sensors

and Bigdata Analysis 445Yoshitaka Shibata, Goshi Sato, and Noriki Uchida

A New Discounting Approach to Conﬂict Information Fusion Using

Multi-criteria of Reliability in Dempster-Shafer Evidence Theory 455Jin Zhu

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The 21th International Symposium on Multimedia Network

Systems and Applications (MNSA-2019)

The Group-Based Linear Time Causally Ordering Protocol

in a Scalable P2PPS System 471Takumi Saito, Shigenari Nakamura, Tomoya Enokido,

and Makoto Takizawa

Algorithm for Detecting Implicitly Faulty Replicas Based

on the Power Consumption Model 483Hazuki Ishii, Ryuji Oma, Shigenari Nakamura, Tomoya Enokido,

and Makoto Takizawa

Parallel Data Transmission Protocols in the Mobile Fog

Computing Model 494Kosuke Gima, Ryuji Oma, Shigenari Nakamura, Tomoya Enokido,

and Makoto Takizawa

Recovery of Fiber Networks C/M-Plane via an IoT-Based

Narrow-Band Links System Based on LoRa Mesh Platform 504Goshi Sato, Yoshitaka Shibata, and Noriki Uchida

Clustering Analysis and Visualization of TCM Patents Based

on Deep Learning 512

Na Deng, Xu Chen, and Caiquan Xiong

Efﬁcient Resource Utilization Using Blockchain Network

for IoT Devices in Smart City 521Muhammad Zohaib Iftikhar, Muhammad Sohaib Iftikhar,

Muhammad Jawad, Annas Chand, Zain Khan,

Abdul Basit Majeed Khan, and Nadeem Javaid

Recommendation System Based on Deep Learning 535Tianhan Gao, Lei Jiang, and Xibao Wang

Routing Method Based on Data Transfer Path

in DTN Environments 544Kazuma Ikenoue and Kazunori Ueda

The 12th International Workshop on Next Generation of Wireless

and Mobile Networks (NGWMN-2019)

A Hybrid Intelligent Simulation System for Node Placement

in WMNs Considering Load Balancing: A Comparison Study

for Exponential and Normal Distribution of Mesh Clients 555Seiji Ohara, Heidi Durresi, Admir Barolli, Shinji Sakamoto,

and Leonard Barolli

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