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Advances in Intelligent Systems and Computing
Volume 553
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Polande-mail: [email protected]
About this Series
The series “Advances in Intelligent Systems and Computing” contains publications on theory,applications, and design methods of Intelligent Systems and Intelligent Computing. Virtuallyall disciplines such as engineering, natural sciences, computer and information science, ICT,economics, business, e-commerce, environment, healthcare, life science are covered. The listof topics spans all the areas of modern intelligent systems and computing.
The publications within “Advances in Intelligent Systems and Computing” are primarilytextbooks and proceedings of important conferences, symposia and congresses. They coversignificant recent developments in the field, both of a foundational and applicable character.An important characteristic feature of the series is the short publication time and world-widedistribution. This permits a rapid and broad dissemination of research results.
Advisory Board
Chairman
Nikhil R. Pal, Indian Statistical Institute, Kolkata, Indiae-mail: [email protected]
Members
Rafael Bello Perez, Universidad Central “Marta Abreu” de Las Villas, Santa Clara, Cubae-mail: [email protected]
Emilio S. Corchado, University of Salamanca, Salamanca, Spaine-mail: [email protected]
Hani Hagras, University of Essex, Colchester, UKe-mail: [email protected]
László T. Kóczy, Széchenyi István University, Győr, Hungarye-mail: [email protected]
Vladik Kreinovich, University of Texas at El Paso, El Paso, USAe-mail: [email protected]
Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwane-mail: [email protected]
Jie Lu, University of Technology, Sydney, Australiae-mail: [email protected]
Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexicoe-mail: [email protected]
Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazile-mail: [email protected]
Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Polande-mail: [email protected]
Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Konge-mail: [email protected]
More information about this series at http://www.springer.com/series/11156
Sanjiv K. Bhatia ⋅ Krishn K. MishraShailesh Tiwari ⋅ Vivek Kumar SinghEditors
Advances in Computerand Computational SciencesProceedings of ICCCCS 2016, Volume 1
123
EditorsSanjiv K. BhatiaDepartment of Computer ScienceUniversity of MissouriColumbia, MOUSA
Krishn K. MishraDepartment of Computer Scienceand Engineering
Motilal Nehru National Instituteof Technology
Allahabad, Uttar PradeshIndia
Shailesh TiwariDepartment of Computer Scienceand Engineering
ABES Engineering CollegeGhaziabad, Uttar PradeshIndia
Vivek Kumar SinghBanaras Hindu UniversityVaranasi, Uttar PradeshIndia
ISSN 2194-5357 ISSN 2194-5365 (electronic)Advances in Intelligent Systems and ComputingISBN 978-981-10-3769-6 ISBN 978-981-10-3770-2 (eBook)DOI 10.1007/978-981-10-3770-2
Library of Congress Control Number: 2017931526
© Springer Nature Singapore Pte Ltd. 2017This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or partof the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmissionor information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilarmethodology now known or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in thispublication does not imply, even in the absence of a specific statement, that such names are exempt fromthe 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 thisbook are believed to be true and accurate at the date of publication. Neither the publisher nor theauthors or the editors give a warranty, express or implied, with respect to the material contained herein orfor any errors or omissions that may have been made. The publisher remains neutral with regard tojurisdictional claims in published maps and institutional affiliations.
Printed on acid-free paper
This Springer imprint is published by Springer NatureThe registered company is Springer Nature Singapore Pte Ltd.The registered company address is: 152 Beach Road, #21-01/04GatewayEast, Singapore 189721, Singapore
Preface
The ICCCCS is a major multidisciplinary conference organized with the objectiveof bringing together researchers, developers and practitioners from academia andindustry working in all areas of computer and computational sciences. It is orga-nized specifically to help computer industry to derive the advances of nextgeneration computer and communication technology. The invited researchers pre-sent the latest developments and technical solutions.
Technological developments all over the world are dependent upon globalizationof various research activities. Exchange of information and innovative ideas arenecessary to accelerate the development of technology. Keeping this ideology inpreference, Aryabhatta College of Engineering & Research Center, Ajmer, Indiahas come up with an event—International Conference on Computer, Communi-cation and Computational Sciences (ICCCCS-2016) during August 12–13, 2016.
Ajmer is situated in the heart of India; just over 130 km southwest of Jaipur,a burgeoning town on the shore of the Ana Sagar Lake, flanked by barren hills.Ajmer has historical strategic importance and was ransacked by Mohammed Gaurion one of his periodic forays from Afghanistan. Later, it became a favorite resi-dence of the mighty Mughals. The city was handed over to the British in 1818,becoming one of the few places in Rajasthan controlled directly by the Britishrather than being part of a princely state. The British chose Ajmer as the site forMayo College, a prestigious school opened in 1875 exclusively for the IndianPrinces, but today open to all those who can afford the fees. Ajmer is a perfect placethat can be symbolized for demonstration of Indian culture, ethics and display ofperfect blend of wide plethora of diverse religion, community, culture, linguistics,etc., all coexisting and flourishing in peace and harmony. This city is known for thefamous Dargah Sharif, Pushkar Lake, Brahma Temple and many more evidences ofhistory.
This is the First time Aryabhatta College of Engineering & Research Center,Ajmer, India is organizing International Conference on Computer, Communicationand Computational Sciences (ICCCCS 2016), with a foreseen objective ofenhancing the research activities at a large scale. Technical Program Committee and
v
Advisory Board of ICCCCS include eminent academicians, researchers andpractitioners from abroad as well as from all over the nation.
In this volume, selected manuscripts have been subdivided into various tracksnamed ‘Intelligent Hardware and Software Design’, ‘Advanced Communications’,‘Power and Energy Optimization’, ‘Intelligent Image Processing’, AdvancedSoftware Engineering’, ‘IoT’, ‘ADBMS & Security’, ‘Evolutionary and SoftComputing’. A sincere effort has been made to make it an immense source ofknowledge for all and includes 147 manuscripts. The selected manuscripts havegone through a rigorous review process and are revised by authors after incorpo-rating the suggestions of the reviewers.
ICCCCS 2016 received 429 submissions from around 729 authors of 12 dif-ferent countries such as USA, Iceland, China, Saudi Arabia, South Africa, Taiwan,Malaysia and many more. Each submission has been checked with anti-plagiarismsoftware. On the basis of plagiarism report, each submission was rigorouslyreviewed by at least two reviewers with an average of 2.45 reviewers per review.Even some submissions have more than two reviews. On the basis of these reviews,140 high-quality papers were selected for publication in this proceedings volume,with an acceptance rate of 32.6%.
We are thankful to the speakers, delegates and the authors for their participationand their interest in ICCCCS as a platform to share their ideas and innovation. Weare also thankful to the Prof. Dr. Janusz Kacprzyk, Series Editor, AISC, Springerand Mr. Aninda Bose, Senior Editor, Hard Sciences, Springer for providing con-tinuous guidance and support. Also, we extend our heartfelt gratitude to thereviewers and Technical Program Committee Members for showing their concernand efforts in the review process. We are indeed thankful to everyone directly orindirectly associated with the conference organizing team for leading it towards thesuccess.
Although utmost care has been taken in compilation and editing, however, a fewerrors may still occur. We request the participants to bear with such errors andlapses (if any). We wish you all the best.
Organizing CommitteeICCCCS 2016
vi Preface
Organizing Committee
General ChairDr. Amit Shastri, Chairman, Aryabhatta Academic Society, Ajmer, India
Program ChairsDr. Krishn K. Mishra, Motilal Nehru National Institute of Technology Allahabad, IndiaDr. Munesh C. Trivedi, ABES Engineering College, Ghaziabad, India
Conference ChairDr. Shailesh Tiwari, ABES Engineering College, Ghaziabad, India
Conference Co-ChairMr. Ashish Guwalani, ACERC, Ajmer, India
TPC ChairsProf. Nitin Singh, Motilal Nehru National Institute of Technology Allahabad, IndiaDr. Vishal Bhatnagar, AIACTR, Delhi, India
TPC Co-ChairDr. Sanjay Mathur, ACERC, Ajmer, India
Publication ChairsDr. Deepak Kumar Singh, Sachdeva Institute of Technology, Mathura, IndiaDr. Pragya Dwivedi, MNNIT Allahabad, India
Publication Co-ChairMr. Gaurav Phulwari, ACERC, Ajmer, India
Publicity ChairsDr. Anil Dubey, Government Engineering College, Ajmer, IndiaDr. Deepak Kumar, Amity University, Noida, IndiaDr. Nitin Rakesh, Amity University, Noida, IndiaDr. Ravi Prasad Valluru, Narayana Engineering College Nellore, AP, India
vii
Dr. Sushant Upadyaya, MNIT, Jaipur, IndiaDr. Akshay Girdhar, GNDEC, Ludhiana, India
Publicity Co-ChairMr. Surendra Singh, ACERC, Ajmer, India
Tutorial ChairsProf. Lokesh Garg, Delhi College of Technology & Management, Haryana, India
Tutorial Co-ChairMr. Ankit Mutha, ACERC, Ajmer, India
viii Organizing Committee
Technical Program Committee
Prof. Ajay Gupta, Western Michigan University, USAProf. Babita Gupta, California State University, USAProf. Amit K.R. Chowdhury, University of California, USAProf. David M. Harvey, G.E.R.I., UKProf. Madjid Merabti, Liverpool John Moores University, UKDr. Nesimi Ertugrual, University of Adelaide, AustraliaProf. Ian L. Freeston, University of Sheffield, UKProf. Witold Kinsner, University of Manitova, CanadaProf. Anup Kumar, M.I.N.D.S., University of Louisville, USAProf. Prabhat Kumar Mahanti, University of New Brunswick, CanadaProf. Ashok De, Director, NIT Patna, IndiaProf. Kuldip Singh, IIT Roorkee, IndiaProf. A.K. Tiwari, IIT, BHU, Varanasi, IndiaMr. Suryabhan, ACERC, Ajmer, IndiaDr. Vivek Singh, BHU, IndiaProf. Abdul Quaiyum Ansari, Jamia Millia Islamia, New Delhi, IndiaProf. Aditya Trivedi, ABV-IIITM Gwalior, IndiaProf. Ajay Kakkar, Thapar University, Patiala, IndiaProf. Bharat Bhaskar, IIM Lucknow, IndiaProf. Edward David Moreno, Federal University of Sergipe, BrazilProf. Evangelos Kranakis, Carleton UniversityProf. Filipe Miguel Lopes Meneses, University of Minho, PortugalProf. Giovanni Manassero Junior, Universidade de São Paulo, BrazilProf. Gregorio Martinez, University of Murcia, SpainProf. Pabitra Mitra, Indian Institute of Technology Kharagpur, IndiaProf. Joberto Martins, Salvador University-UNIFACS, BrazilProf. K. Mustafa, Jamia Millia Islamia, New Delhi, IndiaProf. M.M. Sufyan Beg, Jamia Millia Islamia, New Delhi, IndiaProf. Jitendra Agrawal, Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal, M.P.,IndiaProf. Rajesh Baliram Ingle, PICT, University of Pune, India
ix
Prof. Romulo Alexander Ellery de Alencar, University of Fortaliza, BrazilProf. Youssef Fakhri, Université Ibn Tofail, Faculté des Sciences, BrazilDr. Abanish Singh, Bioinformatics Scientist, USADr. Abbas Cheddad, (UCMM), Umeå Universitet, Umeå, SwedenDr. Abraham T. Mathew, NIT, Calicut, Kerala, IndiaDr. Adam Scmidit, Poznan University of Technology, PolandDr. Agostinho L.S. Castro, Federal University of Para, BrazilProf. Goo-Rak Kwon, Chosun University, Republic of KoreaDr. Alberto Yúfera, Instituto de Microelectrónica de Sevilla (IMSE), (CNM), SpainDr. Adam Scmidit, Poznan University of Technology, PolandProf. Nishant Doshi, S.V. National Institute of Technology, Surat, IndiaProf. Gautam Sanyal, NIT Durgapur, IndiaDr. Agostinho L.S. Castro, Federal University of Para, BrazilDr. Alok Chakrabarty, IIIT Bhubaneswar, IndiaDr. Anastasios Tefas, Aristotle University of ThessalonikiDr. Anirban Sarkar, NIT Durgapur, IndiaDr. Anjali Sardana, IIIT Roorkee, Uttarakhand, IndiaDr. Ariffin Abdul Mutalib, Universiti Utara MalaysiaDr. Ashok Kumar Das, IIIT HyderabadDr. Ashutosh Saxena, Infosys Technologies Ltd., IndiaDr. Balasubramanian Raman, IIT Roorkee, IndiaDr. Benahmed Khelifa, Liverpool John Moores University, UKDr. Björn Schuller, Technical University of Munich, GermanyDr. Carole Bassil, Lebanese University, LebanonDr. Chao MA, Hong Kong Polytechnic UniversityDr. Chi-Un Lei, University of Hong KongDr. Ching-Hao Lai, Institute for Information IndustryDr. Ching-Hao Mao, Institute for Information Industry, TaiwanDr. Chung-Hua Chu, National Taichung Institute of Technology, TaiwanDr. Chunye Gong, National University of Defense TechnologyDr. Cristina Olaverri Monreal, Instituto de Telecomunicacoes, PortugalDr. Chittaranjan Hota, BITS Hyderabad, IndiaDr. D. Juan Carlos González Moreno, University of VigoDr. Danda B. Rawat, Old Dominion UniversityDr. Davide Ariu, University of Cagliari, ItalyDr. Dimiter G. Velev, University of National and World Economy, EuropeDr. D.S. Yadav, South Asian University, New DelhiDr. Darius M. Dziuda, Central Connecticut State UniversityDr. Dimitrios Koukopoulos, University of Western Greece, GreeceDr. Durga Prasad Mohapatra, NIT-Rourkela, IndiaDr. Eric Renault, Institut Telecom, FranceDr. Felipe RudgeBarbosa, University of Campinas, BrasilDr. Fermín Galán Márquez, Telefónica I+D, SpainDr. Fernando Zacarias Flores, Autonomous University of PueblaDr. Fuu-Cheng Jiang, Tunghai University, Taiwan
x Technical Program Committee
Prof. Aniello Castiglione, University of Salerno, ItalyDr. Geng Yang, NUPT, Nanjing, People’s Republic of ChinaDr. Gadadhar Sahoo, BIT-Mesra, IndiaProf. Ashokk Das, International Institute of Information Technology, Hyderabad,IndiaDr. Gang Wang, Hefei University of TechnologyDr. Gerard Damm, Alcatel-LucentProf. Liang Gu, Yale University, New Haven, CT, USAProf. K.K. Pattanaik, ABV-Indian Institute of Information Technology and Man-agement, Gwalior, IndiaDr. Germano Lambert-Torres, Itajuba Federal UniversityDr. Guang Jin, Intelligent Automation, IncDr. Hardi Hungar, Carl von Ossietzky University Oldenburg, GermanyDr. Hongbo Zhou, Southern Illinois University CarbondaleDr. Huei-Ru Tseng, Industrial Technology Research Institute, TaiwanDr. Hussein Attia, University of Waterloo, CanadaProf. Hong-Jie Dai, Taipei Medical University, TaiwanProf. Edward David, UFS—Federal University of Sergipe, BrazilDr. Ivan Saraiva Silva, Federal University of Piauí, BrazilDr. Luigi Cerulo, University of Sannio, ItalyDr. J. Emerson Raja, Engineering and Technology of Multimedia University,MalaysiaDr. J. Satheesh Kumar, Bharathiar University, CoimbatoreDr. Jacobijn Sandberg, University of AmsterdamDr. Jagannath V. Aghav, College of Engineering Pune, IndiaDr. Jaume Mathieu, LIP6 UPMC, FranceDr. Jen-Jee Chen, National University of TainanDr. Jitender Kumar Chhabra, NIT-Kurukshetra, IndiaDr. John Karamitsos, Tokk Communications, CanadaDr. Jose M. Alcaraz Calero, University of the West of Scotland, UKDr. K.K. Shukla, IT-BHU, IndiaDr. K.R. Pardusani, Maulana Azad NIT, Bhopal, IndiaDr. Kapil Kumar Gupta, AccentureDr. Kuan-Wei Lee, I-Shou University, TaiwanDr. Lalit Awasthi, NIT Hamirpur, IndiaDr. Maninder Singh, Thapar University, Patiala, IndiaDr. Mehul S. Raval, DA-IICT, Gujarat, IndiaDr. Michael McGuire, University of Victoria, CanadaDr. Mohamed Naouai, University Tunis El Manar and University of Strasbourg,TunisiaDr. Nasimuddin, Institute for Infocomm ResearchDr. Olga C. Santos, aDeNu Research Group, UNED, SpainDr. Pramod Kumar Singh, ABV-IIITM Gwalior, IndiaDr. Prasanta K. Jana, IIT, Dhanbad, IndiaDr. Preetam Ghosh, Virginia Commonwealth University, USA
Technical Program Committee xi
Dr. Rabeb Mizouni, (KUSTAR), Abu Dhabi, UAEDr. Rahul Khanna, Intel Corporation, USADr. Rajeev Srivastava, CSE, ITBHU, IndiaDr. Rajesh Kumar, MNIT, Jaipur, IndiaDr. Rajesh Bodade, Military College of Telecommunication, Mhow, IndiaDr. Rajesh Kumar, MNIT, Jaipur, IndiaDr. Ranjit Roy, SVNIT, Surat, Gujarat, IndiaDr. Robert Koch, Bundeswehr University München, GermanyDr. Ricardo J. Rodriguez, Nova Southeastern University, USADr. Ruggero Donida Labati, Università degli Studi di Milano, ItalyDr. Rustem Popa, University “Dunarea de Jos” in Galati, RomaniaDr. Shailesh Ramchandra Sathe, VNIT Nagpur, IndiaDr. Sanjiv K. Bhatia, University of Missouri—St. Louis, USADr. Sanjeev Gupta, DA-IICT, Gujarat, IndiaDr. S. Selvakumar, National Institute of Technology, Tamil Nadu, IndiaDr. Saurabh Chaudhury, NIT Silchar, Assam, IndiaDr. Shijo. M. Joseph, Kannur University, KeralaDr. Sim Hiew Moi, University Technology of MalaysiaDr. Syed Mohammed Shamsul Islam, The University of Western Australia,AustraliaDr. Trapti Jain, IIT Mandi, IndiaDr. Tilak Thakur, PED, Chandigarh, IndiaDr. Vikram Goyal, IIIT Delhi, IndiaDr. Vinaya Mahesh Sawant, D.J. Sanghvi College of Engineering, IndiaDr. Vanitha Rani Rentapalli, VITS Andhra Pradesh, IndiaDr. Victor Govindaswamy, Texas A&M University-Texarkana, USADr. Victor Hinostroza, Universidad Autónoma de Ciudad JuárezDr. Vidyasagar Potdar, Curtin University of Technology, AustraliaDr. Vijaykumar Chakka, DAIICT, Gandhinagar, IndiaDr. Yong Wang, School of IS & E, Central South University, ChinaDr. Yu Yuan, Samsung Information Systems America—San Jose, CAEng. Angelos Lazaris, University of Southern California, USAMr. Hrvoje Belani, University of Zagreb, CroatiaMr. Huan Song, SuperMicro Computer, Inc., San Jose, USAMr. K.K Patnaik, IIITM, Gwalior, IndiaDr. S.S. Sarangdevot, Vice Chancellor, JRN Rajasthan Vidyapeeth University,UdaipurDr. N.N. Jani, KSV University Gandhi Nagar, IndiaDr. Ashok K. Patel, North Gujarat University, Patan, Gujarat, IndiaDr. Awadhesh Gupta, IMS, Ghaziabad, IndiaDr. Dilip Sharma, GLA University, Mathura, IndiaDr. Li Jiyun, Donghua Univesity, Shanghai, ChinaDr. Lingfeng Wang, University of Toledo, USADr. Valentina E. Balas, Aurel Vlaicu University of Arad, RomaniaDr. Vinay Rishiwal, MJP Rohilkhand University, Bareilly, India
xii Technical Program Committee
Dr. Vishal Bhatnagar, Ambedkar Institute of Technology, New Delhi, IndiaDr. Tarun Shrimali, Sunrise Group of Institutions, Udaipur, IndiaDr. Atul Patel, CU Shah University, Vadhwan, Gujrat, IndiaDr. P.V. Virparia, Sardar Patel University, VV Nagar, IndiaDr. D.B. Choksi, Sardar Patel University, VV Nagar, IndiaDr. Ashish N. Jani, KSV University Gandhi Nagar, IndiaDr. Sanjay M. Shah, KSV University Gandhi Nagar, IndiaDr. Vijay M. Chavda, KSV University Gandhi Nagar, IndiaDr. B.S. Agarwal, KIT Kalol, IndiaDr. Apurv Desai, South Gujrat University, Surat, IndiaDr. Chitra Dhawale, Nagpur, IndiaDr. Bikas Kumar, Pune, IndiaDr. Nidhi Divecha, Gandhi Nagar, IndiaDr. Jay Kumar Patel, Gandhi Nagar, IndiaDr. Jatin Shah, Gandhi Nagar, IndiaDr. Kamaljit I. Lakhtaria, Auro University, Surat, IndiaDr. B.S. Deovra, B.N. College, Udaipur, IndiaDr. Ashok Jain, Maharaja College of Engineering, Udaipur, IndiaDr. Bharat Singh, JRN Rajasthan Vidyapeeth University, Udaipur, IndiaDr. S.K. Sharma, Pacific University Udaipur, IndiaDr. Akheela Khanum, Integral University Lucknow, IndiaDr. R.S. Bajpai, Ram Swaroop Memorial University, Lucknow, IndiaDr. Manish Shrimali, JRN Rajasthan Vidyapeeth University, Udaipur, IndiaDr. Ravi Gulati, South Gujarat University, Surat, IndiaDr. Atul Gosai, Saurashtra University, Rajkot, IndiaDr. Digvijai sinh Rathore, BBA Open University Ahmadabad, IndiaDr. Vishal Goar, Government Engineering College, Bikaner, IndiaDr. Neeraj Bhargava, MDS University Ajmer, IndiaDr. Ritu Bhargava, Government Womens Engineering College, Ajmer, IndiaDr. Rajender Singh Chhillar, MDU Rohtak, IndiaDr. Dhaval R. Kathiriya, Saurashtra University, Rajkot, IndiaDr. Vineet Sharma, KIET Ghaziabad, IndiaDr. A.P. Shukla, KIET Ghaziabad, IndiaDr. R.K. Manocha, Ghaziabad, IndiaDr. Nandita Mishra, IMS Ghaziabad, IndiaDr. Manisha Agarwal, IMS GhaziabadDr. Deepika Garg, IGNOU New Delhi, IndiaDr. Goutam Chakraborty, Iwate Prefectural University, Iwate Ken, Takizawa, JapanDr. Amit Manocha Maharaja Agrasen University, HP, IndiaProf. Enrique Chirivella-Perez, University of the West of Scotland, UKProf. Pablo Salva Garcia, University of the West of Scotland, UKProf. Ricardo Marco Alaez, University of the West of Scotland, UKProf. Nitin Rakesh, Amity University, Noida, IndiaProf. Mamta Mittal, G. B. Pant Engineering College, Delhi, IndiaDr. Shashank Srivastava, MNNIT Allahabad, India
Technical Program Committee xiii
Prof. Lalit Goyal, JMI, Delhi, IndiaDr. Sanjay Maurya, GLA University, Mathura, IndiaProf. Alexandros Iosifidis, Tampere University of Technology, FinlandProf. Shanthi Makka, JRE Engineering College, Greater Noida, IndiaDr. Deepak Gupta, Amity University, Noida, IndiaDr. Manu Vardhan, NIT Raipur, IndiaDr. Sarsij Tripathi, NIT Raipur, IndiaProf. Wg Edison, HeFei University of Technology, ChinaDr. Atul Bansal, GLA University, Mathura, IndiaDr. Alimul Haque, V.K.S. University, Bihar, IndiaProf. Simhiew Moi, Universiti Teknologi MalaysiaProf. Vinod Kumar, IIT Roorkee, IndiaProf. Christos Bouras, University of Patras and RACTI, GreeceProf. Devesh Jinwala, SVNIT, Surat, IndiaProf. Germano Lambert Torres, PS Solutions, BrazilProf. Byoungho Kim, Broadcom Corporation, USAProf. Aditya Khamparia, LPU, Punjab, India
xiv Technical Program Committee
Contents
Part I Intelligent Hardware and Software Design
Biogeography-Based Optimization for Cluster Analysis . . . . . . . . . . . . . . 3Xueyan Wu, Hainan Wang, Zhimin Chen, Zhihai Lu, Preetha Phillips,Shuihua Wang and Yudong Zhang
BTpower: An Application for Remote Controlling PowerPointPresentation Through Smartphone . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13Md. Asraful Haque, Abu Raihan and Mohd. Danish Khalidi
Crowd Monitoring and Classification: A Survey . . . . . . . . . . . . . . . . . . . 21Sonu Lamba and Neeta Nain
A Roadmap to Identify Complexity Metrics for MeasuringUsability of Component-Based Software System. . . . . . . . . . . . . . . . . . . . 33Jyoti Agarwal, Sanjay Kumar Dubey and Rajdev Tiwari
Smart Bike Sharing System to Make the City Even Smarter . . . . . . . . . 43Monika Rani and O.P. Vyas
Effects of Mean Metric Value Over CK Metrics DistributionTowards Improved Software Fault Predictions. . . . . . . . . . . . . . . . . . . . . 57Pooja Kapoor, Deepak Arora and Ashwani Kumar
Feedforward and Feedbackward Approach-Based EstimationModel for Agile Software Development . . . . . . . . . . . . . . . . . . . . . . . . . . . 73Saru Dhir, Deepak Kumar and V.B. Singh
Investigation of Effectiveness of Simple Thresholding for AccurateYawn Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81Viswanath K. Reddy and K.S. Swathi
A Survey to Structure of Directories in File System. . . . . . . . . . . . . . . . . 91Linzhu Wu and Linpeng Huang
xv
A User-Mode Scheduling Mechanism for ARINC653 Partitioningin seL4 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105Qiao Kang, Cangzhou Yuan, Xin Wei, Yanhua Gao and Lei Wang
Vectorizable Design and Implementation of Matrix Multiplicationon Vector Processor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 115Junyang Zhang, Yang Guo and Xiao Hu
Construction of Test Cases for Electronic ControllersBased on Timed Automata . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123Xiaojian Liu, Junmin Li and Ting Jiang
‘X’ Shape Slot-Based Microstrip Fractal Antennafor IEEE 802.11 WLAN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 135Ram Krishan and Vijay Laxmi
Performance Enhancement of an E-shaped Microstrip PatchAntenna Loaded with Metamaterial . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 145Akshit Kalia, Rohit Gupta, Gargi Gupta, Asmita Rajawat,Sindhu Hak Gupta and M.R. Tripathy
Narrow Channel Multiple Frequency Microstrip Antennawith Slits . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155Manshi Nisha, Sindhu Hak Gupta, Asmita Rajawat, Monica Kaushikand Devesh Kumar
Part II Advanced Communications
An Analysis of Resolution of Deadlock in Mobile AgentSystem Through Different Techniques. . . . . . . . . . . . . . . . . . . . . . . . . . . . 167Rashmi Priya and R. Belwal
Robustness Analysis of Buffer-Based Routing Algorithmsin Wireless Mesh Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 177Kanika Agarwal, Nitin Rakesh and Abha Thakral
The Security Challenges and Opportunities of New NetworkUnder the Hybrid Cloud Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . 191Yuxiang Dong, Huijun Zhang and Linong Zhao
A Linguistic Rule-Based Approach for Aspect-Level SentimentAnalysis of Movie Reviews . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 201Rajesh Piryani, Vedika Gupta, Vivek Kumar Singh and Udayan Ghose
Implementation and Statistical Comparison of Different EdgeDetection Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211Deepali Srivastava, Rashi Kohli and Shubhi Gupta
xvi Contents
CALDUEL: Cost And Load overhead reDUction for routEdiscovery in LOAD ProtocoL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 229A. Dalvin Vinoth Kumar, P.D. Sheba Kezia Malarchelviand L. Arockiam
AASOP: An Approach to Select Optimum Path for MinimizingData Transfer Delay in Mobile Ad-Hoc Networks . . . . . . . . . . . . . . . . . . 239R. Nismon Rio and P. Calduwel Newton
Resource Factor-Based Leader Election for Ring Networks . . . . . . . . . . 251Tarun Biswas, Anjan Kumar Ray, Pratyay Kuila and Sangram Ray
TACA: Throughput Aware Call Admission Control Algorithmfor VoIP Users in Mobile Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259P. Calduwel Newton and K. Ramkumar
A Literature Survey on Detection and Prevention AgainstVampire Attack in WSN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 271Richa Kumari and Pankaj Kumar Sharma
Cloud-Based on Agent Model for Mobile Devices . . . . . . . . . . . . . . . . . . 281Amel Beloudane and Ghalem Belalem
Node Mobility Issues in Underwater Wireless Sensor Network . . . . . . . . 293Kanika Agarwal and Nitin Rakesh
Bit Error Rate (BER) Performance Enhancement for WirelessCommunication System Using Modified Turbo Codes . . . . . . . . . . . . . . . 305Garima Mahendru, Monica Kaushik, Monika Arora, Utkarsh Pandey,Apoorv Agarwal and Jagjot Singh Khokhar
A Timestamp-Based Strong Designated Verifier Signature Schemefor Next-Generation Network Security Services . . . . . . . . . . . . . . . . . . . . 311Asif Uddin Khan, Bikram Kesari Ratha and Srikant Mohanty
Motion Estimation Enhancement and Data TransmissionIssue Over WiMAX Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 321K. Sai Shivankita and Nitin Rakesh
A Reliable Tactic for Detecting Black Hole Attack in VehicularAd Hoc Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 333Isha Dhyani, Neha Goel, Gaurav Sharma and Bhawna Mallick
On Solutions to Vehicle Routing Problems Using SwarmOptimization Techniques: A Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 345Ashima Gupta and Sanjay Saini
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Scrutiny of VANET Protocols on the Basis of CommunicationScenario and Implementation of WAVE 802.11p/1609.4 with NS3Using SUMO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 355Arjun Arora, Nitin Rakesh and Krishn K. Mishra
Efficient Module for OHM (Online Hybrid Model) . . . . . . . . . . . . . . . . . 373Akash Agarwal, Nitin Rakesh and Nitin Agarwal
SANet: An Approach for Prediction in Music Trends . . . . . . . . . . . . . . . 383Fei Hongxiao, Chen Li, He Jiabao, Xiao Yanru and Liu Han
Multichannel Dual Clocks Two-Dimensional Probability RandomAccess Protocol with Three-way Handshake Mechanism . . . . . . . . . . . . . 391Hongwei Ding, Shengjie Zhou, Kun Yue, Chunfen Li, Yifan Zhao,Zhijun Yang and Qianlin Liu
Labeling and Encoding Hierarchical Addressing for ScalableInternet Routing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 399Feng Wang, Xiaozhe Shao, Lixin Gao, Hiroaki Harai and Kenji Fujikawa
Link Utilization in Hybrid WiMAX-Wi-Fi Video SurveillanceSystems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 405Smart C. Lubobya, Mqhele E. Dlodlo, Gerhard De Jager and Ackim Zulu
Part III Power and Energy Optimization
Short Term Price Forecasting Using Adaptive GeneralizedNeuron Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 419Nitin Singh and S.R. Mohanty
Design and Performance Comparison of CNTFET-Based Binaryand Ternary Logic Inverter and Decoder With 32 nm CMOSTechnology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 429Mayuri Khandelwal and Neha Sharan
Optimized Route Selection on the Basis of Discontinuityand Energy Consumption in Delay-Tolerant Networks . . . . . . . . . . . . . . 439Lokesh Pawar, Rohit Kumar, Swinky Arora and Amit K. Manocha
Remote Fuel Measurement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 451Garv Modwel, Nitin Rakesh and Krishn K. Mishra
Design and Implementation of “Reassurance Broiler Project”Traceability Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 465Xiao-hua Xu and Chang-xi Chen
Implementation of Low-Power 6T SRAM Cell Using MTCMOSTechnique . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 475Tripti Tripathi, D.S. Chauhan, S.K. Singh and S.V. Singh
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Short-Term Electricity Price Forecasting Using WaveletTransform Integrated Generalized Neuron . . . . . . . . . . . . . . . . . . . . . . . . 483Nitin Singh and Soumya R. Mohanty
Part IV Evolutionary and Soft Computing
Multiple Instance Learning Based on Twin SupportVector Machine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 497Divya Tomar and Sonali Agarwal
Optimized Task Scheduling Using Differential EvolutionaryAlgorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 509Somesh Singh Thakur, Siddharth Singh, Pratibha Singhand Abhishek Goyal
Adaptive Krill Herd Algorithm for Global Numerical Optimization. . . .. . . . 517Indrajit N. Trivedi, Amir H. Gandomi, Pradeep Jangir, Arvind Kumar,Narottam Jangir and Rahul Totlani
Sliding Mode Control of Uncertain Nonlinear DiscreteDelayed Time System Using Chebyshev Neural Network . . . . . . . . . . . . 527Parmendra Singh, Vishal Goyal, Vinay Kumar Deoliaand Tripti Nath Sharma
Artificial Bee Colony as a Frontier in Evolutionary Optimization:A Survey . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 541Divya Kumar and Krishn K. Mishra
Selection of Best State for Tourism in India by Fuzzy Approach . . . . . . 549Shalini Singh, Varsha Mundepi, Deeksha Hatwal, Vidhi Raturi,Mukesh Chand, Rashmi, Sanjay Sharma and Shwetank Avikal
Impact of Memory Space Optimization Technique on FastNetwork Motif Search Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 559Himanshu and Sarika Jain
A Novel Hybrid Approach Particle Swarm Optimizerwith Moth-Flame Optimizer Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . 569R.H. Bhesdadiya, Indrajit N. Trivedi, Pradeep Jangir, Arvind Kumar,Narottam Jangir and Rahul Totlani
Differential Evolution Algorithm Using Population-BasedHomeostasis Difference Vector . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 579Shailendra Pratap Singh and Anoj Kumar
Cost Effective Parameter Analysis of Real-Time MultiCore Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 589Avantika Agarwal and Nitin Rakesh
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Variant of Differential Evolution Algorithm . . . . . . . . . . . . . . . . . . . . . . . 601Richa Shukla, Bramah Hazela, Shashwat Shukla, Ravi Prakashand Krishn K. Mishra
Novel Apparition Attributes to Improve Interactive Visualization . . . . . 609Khushbu Gulabani and Anil Kumar Dubey
Five-Layered Neural Fuzzy Closed-Loop Hybrid Control Systemwith Compound Bayesian Decision-Making Process for ClassificationCum Identification of Mixed Connective Conjunct Consonantsand Numerals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 619Santosh Kumar Henge and B. Rama
UMEED-A Fuzzy Rule-Based Legal Expert Systemto Address Domestic Violence Against Women. . . . . . . . . . . . . . . . . . . . . 631Chandra Prakash, Gour Sundar Mitra Thakur, Natasha Vashishtand Rajesh Kumar
Medical Image Defects Investigation Through ReliabilityComputing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 639Reshma Parveen, Satyanarayan Tazi and Anil Kumar Dubey
An Improved Apriori Algorithm with Prejudging and Screening . . . . . . 649Xuejian Zhao, Dongjun Li, Yuan Yuan, Zhixin Sun and Yong Chen
Design and Implementation for Massively Parallel AutomatedLocalization of Neurons for Brain Circuits . . . . . . . . . . . . . . . . . . . . . . . . 659Dan Zou, Hong Ye, Min Zhu, Xiaoqian Zhu, Liangyuan Zhou,Fei Xia and Lina Lu
Research on Cross-Connect Technology for Large-Capacityand High-Speed SDH Signal . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 667Zhen Zuo, Qi Lu, Yi-Meng Zhang and Yang-Yi Chen
Design and Optimization of an Intelligent EvacuationLight System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 675WenXia Liu and Chenfei Qu
Forty Years of BioFETOLOGY: A Research Review . . . . . . . . . . . . . . . 687Jiten Chandra Dutta, Purnima Kumari Sharma and Hiranya Ranjan Thakur
Domain Based Assessment of Users’ Dependencyon Search Engines. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 699Nidhi Bajpai and Deepak Arora
Literature Review on Knowledge Harvesting and ManagementSystem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 711Shachi Pathak and Shalini Nigam
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Adaptive Network Based Fuzzy Inference System for EarlyDiagnosis of Dengue Disease . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 721Darshana Saikia and Jiten Chandra Dutta
Empowering Agile Method Feature-Driven Developmentby Extending It in RUP Shell. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 729Rinky Dwivedi and Vinita Rohilla
Social Media Trends and Prediction of Subjective Well-Being:A Literature Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 741Simarpreet Singh and Pankaj Deep Kaur
Chattering Free Trajectory Tracking Control of a RoboticManipulator Using High Order Sliding Mode . . . . . . . . . . . . . . . . . . . . . 753Ankur Goel and Akhilesh Swarup
Extraction and Enhancement of Moving Objects in a Video . . . . . . . . . . 763Sumati Manchanda and Shanu Sharma
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 773
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About the Editors
Dr. Sanjiv K. Bhatia received his Ph.D. in Computer Science from the Universityof Nebraska, Lincoln in 1991. He presently works as Professor and GraduateDirector (Computer Science) in the University of Missouri, St. Louis. His primaryareas of research include image databases, digital image processing, and computervision. He has published over 40 articles in those areas. He has also consultedextensively with industry for commercial and military applications of computervision. He is an expert in system programming and has worked on real time andembedded applications. He serves on the organizing committee of a number ofconferences and on the editorial board of international journals. He has taught abroad range of courses in computer science and was the recipient of Chancellor’sAward for Excellence in Teaching in 2015. He is a senior member of ACM.
Dr. Krishn K. Mishra currently works as a Visiting Faculty, Department ofMathematics & Computer Science, University of Missouri, St. Louis, USA. He isan alumnus of Motilal Nehru National Institute of Technology Allahabad, India,which is also his base working institute. His primary area of research includesevolutionary algorithms, optimization techniques, and design and analysis ofalgorithms. He has published more than 50 publications in international journalsand proceedings of international conferences of repute. He has served as a programcommittee member of several conferences and also edited Scopus and SCI-indexedjournals. He has 15 years of teaching and research experience during which hemade all efforts to bridge the gaps between teaching and research.
Dr. Shailesh Tiwari currently works as Professor in Computer Science andEngineering Department, ABES Engineering College, Ghaziabad, India. He is alsoadministratively heading the department. He is an alumnus of Motilal NehruNational Institute of Technology Allahabad, India. He has more than 15 years ofexperience in teaching, research, and academic administration. His primary areas ofresearch are software testing, implementation of optimization algorithms, andmachine learning techniques in software engineering. He has also published morethan 40 publications in international journals and proceedings of internationalconferences of repute. He has served as a program committee member of several
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conferences and edited Scopus and E-SCI-indexed journals. He has also organizedseveral international conferences under the banner of IEEE and Springer. He is aSenior Member of IEEE, member of IEEE Computer Society and ExecutiveCommittee member of IEEE Uttar Pradesh section. He is a member of reviewer andeditorial board of several international journals and conferences.
Dr. Vivek Kumar Singh is Assistant Professor at Department of ComputerScience, Banaras Hindu University, India. His major research interest lies at thearea of text analytics. Currently, he is working on scientometrics, sentiment anal-ysis, social network analysis, altmetrics, which are the broader research area of textanalytics. He has developed and coordinated a text analytics laboratory, whichworks in various text analytics tasks. He is an alumnus of Allahabad University,Allahabad, India. He has published more than 30 publications in internationaljournals and in proceedings of international conferences of repute. He has alsoserved in South Asian University, Delhi, India as Assistant Professor for more than4 years. He has also associated with several research projects such as Indo-MexicanJoint Research Project funded jointly by the Department of Science and Technol-ogy, Government of India, along with the National Council for Science andTechnology (CONACYT) of the United Mexican States.
xxiv About the Editors
