Signal and Information Processing, Networking and Computers: Proceedings of the 4th International Conference on Signal and Information Processing, Networking and Computers (ICSINC)

315 Pages·2019·33.064 MB·English

by  Songlin Sun

Lecture Notes in Electrical Engineering 494
Songlin Sun Editor
Signal and Information
Processing, Networking
and Computers
Proceedings of the 4th International
Conference on Signal and Information
Processing, Networking and Computers
(ICSINC)
Lecture Notes in Electrical Engineering
Volume 494
Board of Series editors
Leopoldo Angrisani, Napoli, Italy
Marco Arteaga, Coyoacán, México
Bijaya Ketan Panigrahi, New Delhi, India
Samarjit Chakraborty, München, Germany
Jiming Chen, Hangzhou, P.R. China
Shanben Chen, Shanghai, China
Tan Kay Chen, Singapore, Singapore
Ruediger Dillmann, Karlsruhe, Germany
Haibin Duan, Beijing, China
Gianluigi Ferrari, Parma, Italy
Manuel Ferre, Madrid, Spain
Sandra Hirche, München, Germany
Faryar Jabbari, Irvine, USA
Limin Jia, Beijing, China
Janusz Kacprzyk, Warsaw, Poland
Alaa Khamis, New Cairo City, Egypt
Torsten Kroeger, Stanford, USA
Qilian Liang, Arlington, USA
Tan Cher Ming, Singapore, Singapore
Wolfgang Minker, Ulm, Germany
Pradeep Misra, Dayton, USA
Sebastian Möller, Berlin, Germany
Subhas Mukhopadhyay, Palmerston North, New Zealand
Cun-Zheng Ning, Tempe, USA
Toyoaki Nishida, Kyoto, Japan
Federica Pascucci, Roma, Italy
Yong Qin, Beijing, China
Gan Woon Seng, Singapore, Singapore
Germano Veiga, Porto, Portugal
Haitao Wu, Beijing, China
Junjie James Zhang, Charlotte, USA
LectureNotesinElectricalEngineering(LNEE)isabookserieswhichreportsthe
latest research and developments in Electrical Engineering, namely:
(cid:129) Communication, Networks, and Information Theory
(cid:129) Computer Engineering
(cid:129) Signal, Image, Speech and Information Processing
(cid:129) Circuits and Systems
(cid:129) Bioengineering
(cid:129) Engineering.
The audience for the books in LNEE consists of advanced level students,
researchers,andindustryprofessionalsworkingattheforefrontoftheirfields.Much
like Springer’s other Lecture Notes series, LNEE will be distributed through
Springer’s print and electronic publishing channels.
More information about this series at http://www.springer.com/series/7818
Songlin Sun
Editor
Signal and Information
Processing, Networking
and Computers
Proceedings of the 4th International
Conference on Signal and Information
Processing, Networking and Computers
(ICSINC)
123
Editor
Songlin Sun
Schoolof Information andCommunication
Engineering
Beijing University of Posts
andTelecommunications
Beijing,China
ISSN 1876-1100 ISSN 1876-1119 (electronic)
Lecture Notesin Electrical Engineering
ISBN978-981-13-1732-3 ISBN978-981-13-1733-0 (eBook)
https://doi.org/10.1007/978-981-13-1733-0
LibraryofCongressControlNumber:2018956814
©SpringerNatureSingaporePteLtd.2019
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Preface
The 4th International Conference on Signal and Information Processing,
Networking and Computers (ICSINC 2018 Spring) provided a forum for
researchers, engineers, and industry experts to discuss recent development, new
ideas, and breakthrough in signal and information processing schemes, computer
theory, space technologies, big data, and so on.
We were honored to have the keynote speakers invited to present their out-
standingachievementsandunderstandingonthefollowingtopics:Developmenton
the communication system of satellite, real-time transmission of high-definition
video, and the trend of industrial Internet.
ICSINC 2018 Spring received 72 papers submitted by authors. 36 papers were
accepted,and finally, 36papers wereincluded inthefinalconferenceproceedings.
The accepted papers were presented and discussed in seven regular technical ses-
sions and one workshop.
OnbehalfoftheICSINC2018Springcommittee,we wouldliketoexpressour
sincere appreciation to the TPC members and reviewers for their tremendous
efforts. Especially, we appreciate all the sponsors for their generous support and
advice, including Springer, Beijing University of Posts and Telecommunications,
China Unicom Network Technology Research Institute, HuaCeXinTong. Finally,
wewouldalsoliketothankalltheauthorsandparticipantsfortheirexcellentwork
and cooperation.
Xinzhou Cheng
Yue Wang
ICSINC 2018 Spring General Chairs
v
Organization
Committee Members
International Steering Committee
Songlin Sun Beijing University of Posts
and Telecommunications, China
Takeo Fujii University of Electro-Communications, Japan
Ju Liu ShanDong University, China
Chenwei Wang DOCOMO Innovations (DoCoMo USA Labs),
USA
General Chairs
Xinzhou Cheng China Unicom Network Technology Research
Institute, China
Yue Wang Beijing Institute of Spacecraft System
Engineering, China
Technical Program Committee Chairs
Na Chen Beijing University of Posts and
Telecommunications, China
Lexi Xu China Unicom Network Technology Research
Institute, China
vii
viii Organization
Organizing Committee Chair
Qiang Liu Beijing University of Posts
and Telecommunications, China
General Secretary
Meixia Fu Beijing University of Posts
and Telecommunications, China
Organization ix
Sponsors
Springer
Beijing University of Posts and Telecommunications
China Unicom
HuaCeXinTong
Contents
Wireless Communication Systems
A Multidimensional Feature Extraction Method Based
on Android Malware Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Fei Xue, Siqing You, Zhaoqun Qi, and Hongjie Liu
Wireless Sensor Network Protocol Based on Hierarchical
Merkle Tree . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9
Siqing You, Fei Xue, Zhaoqun Qi, and Hongjie Liu
An Improved Covariance Spectrum Sensing Algorithm Establish
on AD Test. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16
Yaqin Chen, Xiaojun Jing, Junsheng Mu, and Jia Li
An Innovative Pilot Assignment Technique for Pilot Contamination
Suppression in TDD Massive MIMO . . . . . . . . . . . . . . . . . . . . . . . . . . . 23
Yasir Ullah, Songlin Sun, Na Chen, Amr Abdussalam, Meixia Fu,
and Irfanullah Khan
Algorithms Optimization and Implementation
Real-Time Vehicle License Plate Recognition Using Deep Learning. . . . 35
Meixia Fu, Na Chen, Xiaoying Hou, Heng Sun, Amr Abdussalam,
and Songlin Sun
License Plate Recognition System Based on Transfer Learning . . . . . . . 42
Zhen Zeng, Pan Gao, and Songlin Sun
Segmentation-Free Vehicle License Plate Recognition Using CNN . . . . . 50
Pan Gao, Zhen Zeng, and Songlin Sun
License Plate Segmentation Method Using Deep
Learning Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 58
Amr Abdussalam, Songlin Sun, Meixia Fu, Heng Sun,
and Irfanullah Khan
xi