Advances in Wireless Communications and Applications: Smart Communications: Interactive Methods and Intelligent Algorithms, Proceedings of 3rd ICWCA 2019

245 Pages·2021·9.082 MB·English

by  Roumen Kountchev, Aniket Mahanti, Shen Chong, Srikanta Patnaik, Margarita Favorskaya

Smart Innovation, Systems and Technologies 190
Roumen Kountchev · Aniket Mahanti ·
Shen Chong · Srikanta Patnaik ·
Margarita Favorskaya   Editors
Advances in Wireless
Communications
and Applications
Smart Communications: Interactive
Methods and Intelligent Algorithms,
Proceedings of 3rd ICWCA 2019
Smart Innovation, Systems and Technologies
Volume 190
Series Editors
Robert J. Howlett, Bournemouth University and KES International,
Shoreham-by-sea, UK
Lakhmi C. Jain, Faculty of Engineering and Information Technology,
Centre for Artificial Intelligence, University of Technology Sydney,
Sydney, NSW, Australia
The Smart Innovation, Systems and Technologies book series encompasses the
topics of knowledge, intelligence, innovation and sustainability. The aim of the
seriesistomakeavailableaplatformforthepublicationofbooksonallaspectsof
single and multi-disciplinary research on these themes in order to make the latest
resultsavailableinareadily-accessibleform.Volumesoninterdisciplinaryresearch
combining two or more of these areas is particularly sought.
Theseriescoverssystemsandparadigmsthatemployknowledgeandintelligence
inabroadsense.Itsscopeissystemshavingembeddedknowledgeandintelligence,
whichmaybeappliedtothesolutionofworldproblemsinindustry,theenvironment
and the community. It also focusses on the knowledge-transfer methodologies and
innovationstrategiesemployedtomakethishappeneffectively.Thecombinationof
intelligent systems tools and a broad range of applications introduces a need for a
synergy of disciplines from science, technology, business and the humanities. The
series will include conference proceedings, edited collections, monographs, hand-
books, reference books, and other relevant types of book in areas of science and
technology where smart systems and technologies can offer innovative solutions.
Highqualitycontentisanessentialfeatureforallbookproposalsacceptedforthe
series. It is expected that editors of all accepted volumes will ensure that
contributionsaresubjectedtoanappropriatelevelofreviewingprocessandadhere
to KES quality principles.
** Indexing: The books of this series are submitted to ISI Proceedings,
EI-Compendex, SCOPUS, Google Scholar and Springerlink **
More information about this series at http://www.springer.com/series/8767
Roumen Kountchev Aniket Mahanti
(cid:129) (cid:129)
Shen Chong Srikanta Patnaik
(cid:129) (cid:129)
Margarita Favorskaya
Editors
Advances in Wireless
Communications
and Applications
Smart Communications: Interactive Methods
and Intelligent Algorithms, Proceedings of 3rd
ICWCA 2019
123
Editors
RoumenKountchev AniketMahanti
Department ofRadiocommunications Department ofComputer Science
andVideotechnologies University of Auckland
Technical University Auckland,New Zealand
Sofia,Bulgaria
Srikanta Patnaik
ShenChong Schoolof Computer Science
Collegeof Information Science andEngineering
andTechnology SOAUniversity
Hainan University Bhubaneswar, Odisha, India
Haikou,China
Margarita Favorskaya
University of Science andTechnology
Moscow,Russia
ISSN 2190-3018 ISSN 2190-3026 (electronic)
Smart Innovation,Systems andTechnologies
ISBN978-981-15-5696-8 ISBN978-981-15-5697-5 (eBook)
https://doi.org/10.1007/978-981-15-5697-5
©SpringerNatureSingaporePteLtd.2021
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Preface
The fast development of contemporary computers, machine learning and artificial
intelligence opened new horizons and possibilities for the accomplishment of the
related methods, algorithms and network technologies. The major part of the
development of these technologies takes the intelligent wireless communications,
smartservicesandthenewapplications.ThepapersinVolume2oftheproceedings
werepresentedatthe3rdInternationalConferenceonWirelessCommunications
andApplications(ICWCA)onDecember21–23(2019)inHaikou,Hainan,China.
Focusingonapplicationsofthelatestsmarttheoriesandapproaches,andtherecent
advancesinthefield,theycovertopics,suchasOFDMandmulti-carriertechniques;
smart antenna and space-time signal processing; MIMO, multi-user MIMO and
massive MIMO; modulation, coding and diversity techniques; dynamic spectrum
accessandcognitiveradio;interferencemanagementandradioresourceallocation;
equalization techniques; synchronization, estimation and detection techniques; and
wirelessmultipleaccess(e.g.CDMA,OFDMA,NOMA).
Volume 1 “Меthods, Algorithms and Network Technologies” of the
proceedings comprises 28 chapters, which could be separated into the following
three groups:
First group: Chapters 1–11. In these chapters are presented new methods and
algorithms of the contemporary wireless communications, related to various
approaches, such as: low complexity orthogonalization method for prolate spher-
oidal wave function signal; radio station distribution technology for transrapid
system communication; node scheduling algorithm for solar-powered wireless
sensor networks; universal software radio peripheral-based test bed of multi-agent
reinforcement learning for dynamic spectrum anti-jamming; improved direction of
arrival matrix method for two parallel uniform arrays; unscented Kalman filter for
target tracking based on single observation station; handover strategy based on
greedy algorithm in vehicle edge computing; safety analysis method considering
cascading trips based on particle swarm optimization; method for restraining cas-
cading trip based on node power and improved window decoding of spatially
coupled low-density parity check codes; and common algorithms for corner
detection to sonar image registration.
v
vi Preface
Secondgroup:Chapters12–19.Inthesechaptersarepresentedtheinvestigations
of the authors on various aspects of the contemporary digital modulation systems,
the wireless communication networks and their applications, such as: performance
analysisofinterleaverforpolarcodinginbit-interleavedcodedmodulationsystem;
technology of wireless sensor network; Scholte wave for target detection; visible
and infrared image fusion based on online convolutional dictionary learning with
sparse matrix computation; optimization of maintenance force dispatch of artillery
commandinformationsystembasedonmissionsuccess;applicationofanimproved
genetic algorithm in tourism route planning; classification of medical symptoms
based on social sensors; and method and technology of emergency logistics intel-
ligent system engineering.
Thirdgroup:Chapters20–28.Thesechapterscompriseinvestigationsinvarious
application areas of the wireless communications and computer technologies, such
as: approaches for detecting rogue access points; stereo matching based on the
fusion of sum of absolute differences and census algorithm; method of vehicle
technologystatusbasedonbigdataanalysis;baynumberrecognitionbasedondeep
convolutionalrecurrentneuralnetwork;deepreinforcementlearning-basedresource
allocation for smart grid in radio access network; identification of e-nose wine
varieties based on feature extraction and classification modeling; and region
contraction-basedsparseapproachformagnetocardiographycurrentsourceimaging
and differential properties of metric projector over a class of closed convex cones.
Allchaptersoftheproceedingswerereviewedandpassedtheplagiarismcheck.
The editors express their deep gratitude to IRNet for the excellent organization,
coordination and support. Also, we thank the sponsors, the members of the
Organizing Committee, the members of the International Program Committee of
ICWCA 2019 and all the authors for their efforts for the preparation of the pro-
ceedings for publishing. We want to express our deepest gratitude to Springer
excellentteamfortheirsupportandexpertise,whichdidthepublishingofthebook
possible.
Thebookwillbeusefulforresearchers,universitystudents(BScandMSc),PhD
students and lecturers, working in the area of the contemporary wireless commu-
nication networks and their applications.
Editors
Sofia, Bulgaria Roumen Kountchev
Auckland, New Zealand Aniket Mahanti
Haikou, China Shen Chong
Bhubaneswar, India Srikanta Patnaik
Krasnoyarsk, Russian Federation Margarita Favorskaya
Contents
A Novel Low-Complexity Orthogonalization Method. . . . . . . . . . . . . . . 1
FapingLu,LuchengYang,ChuanhuiLiu,JiafangKang,andZhengZhang
Research on Radio Base Station Distribution Technology
in Transrapid System Communication. . . . . . . . . . . . . . . . . . . . . . . . . . 11
TingjunLi,HainingYang,KaiFang,HaimingWang,MaiqiDuan,NaLi,
and Yong Fan
A Novel Node Scheduling Algorithm for Solar-Powered Wireless
Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
Wanguo Jiao, Xin Zhang, and Hao Wang
A USRP-Based Testbed of Multi-agent Reinforcement Learning
for Dynamic Spectrum Anti-Jamming . . . . . . . . . . . . . . . . . . . . . . . . . . 29
Lijun Kong, Ximing Wang, Xufang Pei, Luliang Jia, Dianxiong Liu,
Kailing Yao, and Yuhua Xu
Improved DOA Matrix Method for Two-Parallel Uniform
Linear Array . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39
Yunxiang Li and Jianfeng Li
UKF Applied in Target Tracking Based on Single Observation
Station . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49
Bo Ren and Huan Li
Research on Handover Strategy Based on Greedy Algorithm
in Vehicle Edge Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59
Hongzhuan Zhao, Lina Zheng, Wenyong Li, Dan Zhou, and Wenhao Li
Safety Analysis Method Considering Cascading Trips Based
on Particle Swarm Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 67
Hui Qiong Deng, Xing-Ying Lin, Peng-Peng Wu, Qin-Bin Li,
and Chao-Gang Li
vii
viii Contents
A Method for Restraining Cascading Trip Based on Node Power . . . . . 77
Hui-Qiong Deng, Peng-Peng Wu, Xing-Ying Lin, Qin-Bin Li,
Chao-Gang Li, and Zhi-Han Shi
Improved Window Decoding of Spatially Coupled LDPC Codes . . . . . . 85
Yamei Zhang, Lin Zhou, Shuying Zhang, Chen Chen, Yuqing Fu,
and Yucheng He
Application of the Several Common Algorithms for Corner Detection
to Sonar Image Registration. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 93
Ruiying Luo and Haitao Guo
Performance Analysis of Interleaver for Polar Coding
in Bit-Interleaved Coded Modulation System. . . . . . . . . . . . . . . . . . . . . 101
XuShi,LInZhou,YiduoTang,ChenChen,YuqingFu,andYuchengHe
Research on Technology of Wireless Sensor Network . . . . . . . . . . . . . . 109
Zhang Huanan, Xing Suping, and Wang Jiannan
Characteristics of Scholte Wave for Target Detection . . . . . . . . . . . . . . 115
Bo Ren and Huan Li
Visible and Infrared Image Fusion Based on Online Convolutional
Dictionary Learning with Sparse Matrix Computation . . . . . . . . . . . . . 123
Chengfang Zhang and Xingchun Yang
Optimization of Maintenance Force Dispatch of Artillery Command
Information System Based on Mission Success. . . . . . . . . . . . . . . . . . . . 129
Hongtu Cai, Yuwen Liu, Pengfei Ma, Yaoze Han, and Yong Wang
Application of an Improved Genetic Algorithm in Tourism
Route Planning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137
Xiaoyan Chen, Kun Zhang, Haifeng Wang, Jing Chen,
and Bhatti Uzair Aslam
Classification of Medical Symptoms Based on Social Sensors. . . . . . . . . 147
Yong Li, Si-xuan Chen, Xia Wang, Hai Jia, and Yan-bin Shi
Research on Method and Technology of Emergency Logistics
Intelligent System Engineering. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159
Liang Wu and Dong Xu
A Technical Survey on Approaches for Detecting Rogue
Access Points . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 169
Jianwei Hu, Yetao Li, Yanpeng Cui, and Le Bu
A Matching Algorithm Based on the Fusion of SAD and Census. . . . . . 175
Han Liu, Yan-tong Zhao, and Wei Wang
Contents ix
Evaluation Method of Vehicle Technology Status Based on Big Data
Analysis Technology. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 183
Hong Jia, Ying-Ji Liu, Hai-Ying Xia, and Guo-Liang Dong
Bay Number Recognition Based on Deep Convolutional Recurrent
Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191
Xingxing Li, Chao Duan, Panpan Yin, Yan Zhi, and Na Li
Deep Reinforcement Learning-Based Resource Allocation for Smart
Grid in RAN Network Slice . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 199
Mingyue Liu, Yang Wang, Sachula Meng, Xiongwen Zhao,
and Suiyan Geng
Identification of e-Nose Wine Varieties Based on Feature Extraction
and Classification Modeling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217
Miao Qiao and Lei Zhang
Comparison of Contrast Enhancement Methods for Underwater
Target Sonar Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225
Linna Sun and Haitao Guo
Region Contraction-Based Sparse Approach for
Magnetocardiography Current Source Imaging. . . . . . . . . . . . . . . . . . . 233
Lu Bing and Weiyuan Wang
The Differential Properties of the Metric Projector Over a Class
of Closed Convex Cones. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239
Shiyun Wang and Jinyang Zhao
Author Index.. .... .... .... ..... .... .... .... .... .... ..... .... 249