Table Of ContentAdvances in Intelligent Systems and Computing 885
Fatos Xhafa
Srikanta Patnaik
Madjid Tavana Editors
Advances in
Intelligent,
Interactive Systems
and Applications
Proceedings of the 3rd International
Conference on Intelligent, Interactive
Systems and Applications (IISA2018)
Advances in Intelligent Systems and Computing
Volume 885
Series editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
e-mail: [email protected]
The series “Advances in Intelligent Systems and Computing” contains publications on theory,
applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all
disciplines such as engineering, natural sciences, computer and information science, ICT, economics,
business,e-commerce,environment,healthcare,lifesciencearecovered.Thelistoftopicsspansallthe
areasofmodernintelligentsystemsandcomputingsuchas:computationalintelligence,softcomputing
includingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusionoftheseparadigms,
social intelligence, ambient intelligence, computational neuroscience, artificial life, virtual worlds and
society, cognitive science and systems, Perception and Vision, DNA and immune based systems,
self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric
computing, recommender systems, intelligent control, robotics and mechatronics including
human-machine teaming,knowledge-based paradigms,learning paradigms,machineethics,intelligent
data analysis, knowledge management, intelligent agents, intelligent decision making and support,
intelligentnetworksecurity,trustmanagement,interactiveentertainment,Webintelligenceandmultimedia.
Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarilyproceedings
ofimportantconferences,symposiaandcongresses.Theycoversignificantrecentdevelopmentsinthe
field,bothofafoundationalandapplicablecharacter.Animportantcharacteristicfeatureoftheseriesis
theshortpublicationtimeandworld-widedistribution.Thispermitsarapidandbroaddisseminationof
researchresults.
AdvisoryBoard
Chairman
NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India
e-mail:[email protected]
Members
RafaelBelloPerez,FacultyofMathematics,PhysicsandComputing,UniversidadCentraldeLasVillas,Santa
Clara,Cuba
e-mail:[email protected]
EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain
e-mail:[email protected]
HaniHagras,SchoolofComputerScience&ElectronicEngineering,UniversityofEssex,Colchester,UK
e-mail:[email protected]
LászlóT.Kóczy,DepartmentofInformationTechnology,FacultyofEngineeringSciences,Győr,Hungary
e-mail:[email protected]
VladikKreinovich,DepartmentofComputerScience,UniversityofTexasatElPaso,ElPaso,TX,USA
e-mail:[email protected]
Chin-TengLin,DepartmentofElectricalEngineering,NationalChiaoTungUniversity,Hsinchu,Taiwan
e-mail:[email protected]
JieLu,FacultyofEngineeringandInformation,UniversityofTechnologySydney,Sydney,NSW,Australia
e-mail:[email protected]
PatriciaMelin,GraduateProgramofComputerScience,TijuanaInstituteofTechnology,Tijuana,Mexico
e-mail:[email protected]
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,RiodeJaneiro,Brazil
e-mail:[email protected]
NgocThanhNguyen,WrocławUniversityofTechnology,Wrocław,Poland
e-mail:[email protected]
Jun Wang, Department of Mechanical and Automation, The Chinese University of Hong Kong, Shatin,
HongKong
e-mail:[email protected]
Moreinformationaboutthisseriesathttp://www.springer.com/series/11156
Fatos Xhafa Srikanta Patnaik
(cid:129)
Madjid Tavana
Editors
Advances in Intelligent,
Interactive Systems
and Applications
Proceedings of the 3rd International
Conference on Intelligent, Interactive Systems
and Applications (IISA2018)
123
Editors
Fatos Xhafa Madjid Tavana
Department deCiències dela Computació Department ofBusiness Systems
Universitat PolitècnicadeCatalunya andAnalytics
Barcelona,Spain LaSalle University
Philadelphia, PA,USA
Srikanta Patnaik
Department ofComputer Science
andEngineering, Faculty of Engineering
andTechnology
SOAUniversity
Bhubaneswar, Odisha, India
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-030-02803-9 ISBN978-3-030-02804-6 (eBook)
https://doi.org/10.1007/978-3-030-02804-6
LibraryofCongressControlNumber:2018958520
©SpringerNatureSwitzerlandAG2019
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Preface
Intelligent and Interactive Systems (IISs) are systems designed to interact between
humans and their environment through digital technologies. IISs comprise of arti-
ficialintelligence,computervision,human–robotinteraction,andcognitivescience.
Intelligent and interactive technologies have become increasingly popular. Robots
are embedded with intelligence, cooperate with, and enable humans to perform
various repetitive and monotonous jobs. Wearable devices such as Fitbit monitor
and track the daily habits and activities through cloud-based systems. Smart
mobilitysystemisalsoanapplicationareaofIISs,wherenavigationsystemtoolin
automobiles and mobile applications assist smartphone users to trace and navigate
to the desired location, as well as assisting users in optimizing the routes.
The IISs now use the Internet of things (IoT). In today’s era, IoT plays a major
role in many areas, such as day-to-day life activities, education system, health
monitoring,intelligentfarmingsystem,intelligentwastemanagementsystem,smart
electricity to each household, intelligent election system, smart security systems,
various defense applications, traffic management system, and smart emergency
systems. The ultimate goal of the IoT is toease the lifestyle ofhuman beings with
minimum effort and betterment of the society by using IISs.
Various dimensions of the IISs include intelligent user interfaces, context
awareness and adaptability, human–computer interaction, wearable technologies,
smart solutions for real-time problems, smart navigation, data-driven social ana-
lytics, mobile robotics, virtual communication environments, face and gesture
analysis, and crowdsourcing.
This volume explores how novel interactive systems can intelligently face var-
ious challenges and limitations previously encountered by human beings using
different machine learning algorithms along with analysis of recent trends.
However, design and development of IISs are quite hard to implement due to
variations in abilities, preferences, and limitations of human being.
This volume contains 150 contributions from diverse areas of IISs which have
been categorized into seven sections, namely (i) Intelligent Systems;
(ii) Autonomous Systems; (iii) Pattern Recognition and Vision Systems;
v
vi Preface
(iv)E-EnabledSystems;(v)InternetandCloudComputing;(vi)MobileComputing
and Intelligent Networking; and (vii) Various Applications.
(i) Intelligent Systems: This is the nervous system of IISs, and many
researchers are engaged in this area of research. This section contains
twenty-nine (29) contributions.
(ii) Autonomous Systems: This is one of the established areas of interactive
intelligence system, which consists of learning, reasoning, and decision
making which supports the system’s primary function. There are
twenty-three contributions consisting of various algorithms, models, and
learning techniques.
(iii) Pattern Recognition and Vision Systems: This is one of the primary
functions of any interactive intelligent systems. There are fifteen contribu-
tionscomprisedinthissectioncoveringthedevelopmentsinthisareaofdeep
learning to binocular stereovision to 3D vision.
(iv) E-Enabled Systems: This is one of the essential areas of IISs, as many
interactive systems are now designed through the Internet. It covers infor-
mationnavigationandretrieval,designingintelligentlearningenvironments,
and model-based user interface design. There are twenty-two contributions
covered in this section.
(v) Internet and Cloud Computing: It is one of the essential areas of IISs,
whichareusedtoenhancecommunicationbetweenthesystemandusers,in
awaywhichmaynotbecloselyrelatedtothesystem’smainfunction.Thisis
commonly found in multimodal interactions, natural language processing,
computer graphics, and accessible computing. In this section, there are six-
teencontributionsconsistingofmicroblogging,usersatisfactionmodelingto
the design, and construction of graphical cloud computing platform.
(vi) MobileandWirelessCommunication:Thisareaisoneoftheleadingareas
ofIISs,whichcovers ubiquitousormobilecomputingandnetworking.This
section covers thirteen contributions.
(vii) Applications:ApplicationsofIISsinvariousdomainsarecoveredinthelast
section, which consists of thirty-two contributions.
Acknowledgements
The contributions covered in this proceeding are the outcome of the contributions
frommorethantwohundredresearchers.Wearethankfultotheauthorsandpaper
contributors of this volume.
We are also grateful to the Editor-in-Chief of the Springer Book series on
“Advances in Intelligent Systems and Computing,” Prof. Janusz Kacprzyk, for
his support to bring out the third volume of the IISA-2018 conference. It is note-
worthy to mention here that constant support from the Editor-in-Chief and the
membersofthepublishinghousemakestheconferencefruitfulforthethirdedition.
Preface vii
WewouldliketoextendourheartfeltthankstoDr.ThomasDitzinger,Executive
Editor, and his Springer publishing team for their encouragement and support.
We are thankful to Prof. Schahram Dustdar, Computer Science and Head
of the Distributed Systems Group at the TU Wien, Austria, for his enlightening
keynote address “Cyber-Human Partnerships - Software Engineering
Perspectives forIOT andDistributedSystems.”Wearealso equallythankful to
Prof. Andrew W.H.Ip,HongKong PolytechnicUniversity,for histalkon“IOT
and Space Informatics.”
We are also thankful to the experts and reviewers who have worked for this
volume despite the veil of their anonymity.
We extend our thanks to Prof. Dr. Yingxu Wang, Professor of Department of
ElectricalandComputerEngineering,UniversityofCalgary,Canada,forhistalkon
“Cognitive Machine Learning and Reasoning by Cognitive Robots.”
We look forward to your valued contribution and support to the next editions
of the International Conference on Intelligent and Interactive Systems and
Applications.
Finally, we are extremely thankful to Interscience Research Network (IRNet)
International for the initiation of this event and IRNet China Academic
CommunicationCenterfororganizingthisconferencefortheirconstantsupportand
services for organizing this event successfully.
We are sure that the readers will get immense benefit and knowledge from the
thirdvolumeandthepapersinIntelligentandInteractiveSystemsandApplications.
Fatos Xhafa
Srikanta Patnaik
Madjid Tavana
Contents
Intelligent Systems
An Android-Based Remote Monitoring System . . . . . . . . . . . . . . . . . . . 3
Lina Jia, Meng Zhang, Wei Zhang, and Jiaguo Lv
An Intelligent Registration Management System for Freshmen . . . . . . . 14
Hao Zhu, Mengshu Hou, Yaohua Xie, Kai Yan, and Junming Li
Investigation of Wireless Sensor Network of the Internet of Things. . . . 21
Yibin Hou and Jin Wang
A Remote Phase Change System for Low-Voltage Power
Distribution Area . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30
Jiafeng Ding, Jing Liu, Xinmei Li, Zhifeng Li, Fei Gong, Xiao Liang,
and Qin Luo
Design and Implement of Speech Interaction with Indoor Substation
Inspection Robot . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40
XiaobinYu,ShiliangLv,KunMao,AnshanWang,ShouguoLv,LeiHan,
Changchun Gao, and Guoqing Yang
Speech Recognition Algorithm of Substation Inspection Robot Based
on Improved DTW. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47
Lei Han, Changchun Gao, Shujing Zhang, Dongsong Li, Zhizhou Sun,
Guoqing Yang, Jian Li, Chuanyou Zhang, and Guangting Shao
The Design of High Accuracy Pedometer Based on an Adaptive
and Dynamic Low-Pass Filtering Algorithm. . . . . . . . . . . . . . . . . . . . . . 55
Deng Xu and Baohua Yang
Research on Multi-sensor and Multi-target Data
Association Problem. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63
Fu Shuai
ix
x Contents
A Detecting System for Wheel Balancer Based on the Effect
Coefficient Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74
Honghui Zhang and Wanli Zhang
Study of Substation Inspection Robot Voice Recognition Algorithm
Based on Wavelet Transform. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81
ChongguangFu,ZhizhouSun,KechaoTian,MaoqiDong,GuoqingYang,
Jian Li, Chuanyou Zhang, and Guangting Shao
Research on the Development of Intelligent Industrial Control . . . . . . . 88
Liu Miao, Che Lei, Xuepo Li, and Lujun Tan
TowardHumanMotionSensing:DesignandPerformanceEvaluation
of a Minimized Wearable Platform Using Inertial and TOA Sensors. . . 95
Cheng Xu, Jie He, Xiaotong Zhang, Yue Qi, and Shihong Duan
Deep Learning of Intelligent Speech Recognition
in Power Dispatching . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103
Jianzhong Dou, Qunshan Li, Hongyi Lai, Chao Yang, Shenzeng Luo,
Ziyu Lin, and Xusheng Yang
An Improved Multi-factor Dimensionality Reduction Approach
to Identify Gene-Gene Interactions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
Li-Yeh Chuang, Yu-Da Lin, and Cheng-Hong Yang
Nonlocal Estimation and BM3D Based Face
Illumination Normalization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 115
Yingkun Hou
Design of Rice Traceability System Based on WSN and RFID. . . . . . . . 123
Fengjuan Miao, Xiaoxu Lu, Bairui Tao, Kaida Liu, and Ding Liu
Design of Stereoscopic Garage System Based on PLC Control . . . . . . . 131
Libo Yang
Intelligent Scenario Computing Workflow Fusion Design Technology
for Power Mobile Operations. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137
Haoran Wu, Min Xu, Xiao-Ling Wang, Jun Zhu, Xueling Huang,
Lin Peng, and Xingchuan Bao
New Human-Computer Interaction Solution for Next-Generation
Power Grid Dispatching System. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 142
Hai Yu, Min Xu, Lin Peng, He Wang, and Zhansheng Hou
Towards a Framework for Agent-Based Healthcare Monitoring . . . . . . 148
Udsanee Pakdeetrakulwong
Design and Implementation of Network Traffic Capture Prober
Based on General PC. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159
Zhang Mei and Zeng Bin
