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Energy-Efficient Underwater Wireless Communications and Networking Nitin Goyal Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Luxmi Sapra Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Jasminder Kaur Sandhu Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India A volume in the Advances in Environmental Engineering and Green Technologies (AEEGT) Book Series Published in the United States of America by IGI Global Engineering Science Reference (an imprint of IGI Global) 701 E. Chocolate Avenue Hershey PA, USA 17033 Tel: 717-533-8845 Fax: 717-533-8661 E-mail: [email protected] Web site: http://www.igi-global.com Copyright © 2021 by IGI Global. All rights reserved. No part of this publication may be reproduced, stored or distributed in any form or by any means, electronic or mechanical, including photocopying, without written permission from the publisher. Product or company names used in this set are for identification purposes only. Inclusion of the names of the products or companies does not indicate a claim of ownership by IGI Global of the trademark or registered trademark. Library of Congress Cataloging-in-Publication Data Names: Goyal, Nitin, 1986- editor. | Sapra, Luxmi, 1978- editor. | Sandhu, Jasminder Kaur, 1984- editor. Title: Energy-efficient underwater wireless communications and networking / Nitin Goyal, Luxmi Sapra, and Jasminder Kaur Sandhu, editors. Description: Hershey, PA : Engineering Science Reference, [2020] | Includes bibliographical references and index. | Summary: “This book covers existing and future possibilities of the area as well as the current challenges presented in the implementation of underwater sensor networks”-- Provided by publisher. Identifiers: LCCN 2019057525 (print) | LCCN 2019057526 (ebook) | ISBN 9781799836407 (hardcover) | ISBN 9781799836414 (paperback) | ISBN 9781799836421 (ebook) Subjects: LCSH: Wireless sensor networks--Energy conservation. | Signals and signaling, Submarine. Classification: LCC TK7872.D48 E535 2020 (print) | LCC TK7872.D48 (ebook) | DDC 006.2/5--dc23 LC record available at https://lccn.loc.gov/2019057525 LC ebook record available at https://lccn.loc.gov/2019057526 This book is published in the IGI Global book series Advances in Environmental Engineering and Green Technologies (AEEGT) (ISSN: 2326-9162; eISSN: 2326-9170) British Cataloguing in Publication Data A Cataloguing in Publication record for this book is available from the British Library. All work contributed to this book is new, previously-unpublished material. The views expressed in this book are those of the authors, but not necessarily of the publisher. For electronic access to this publication, please contact: [email protected]. Advances in Environmental Engineering and Green Technologies (AEEGT) Book Series Sang-Bing Tsai Zhongshan Institute, University of Electronic Science and Technology of China, China & Wuyi University, China Ming-Lang Tseng Lunghwa University of Science and Technology, Taiwan Yuchi Wang University of Electronic Science and Technology of China Zhongshan Institute, China ISSN:2326-9162 Mission EISSN:2326-9170 Growing awareness and an increased focus on environmental issues such as climate change, energy use, and loss of non-renewable resources have brought about a greater need for research that provides potential solutions to these problems. Research in environmental science and engineering continues to play a vital role in uncovering new opportunities for a “green” future. The Advances in Environmental Engineering and Green Technologies (AEEGT) book series is a mouthpiece for research in all aspects of environmental science, earth science, and green initiatives. This series supports the ongoing research in this field through publishing books that discuss topics within environmental engineering or that deal with the interdisciplinary field of green technologies. Coverage • Pollution Management IGI Global is currently accepting manuscripts • Sustainable Communities for publication within this series. To submit a pro- • Cleantech posal for a volume in this series, please contact our • Industrial Waste Management and Minimization Acquisition Editors at [email protected] • Waste Management or visit: http://www.igi-global.com/publish/. • Contaminated Site Remediation • Renewable Energy • Policies Involving Green Technologies and Environ- mental Engineering • Alternative Power Sources • Water Supply and Treatment The Advances in Environmental Engineering and Green Technologies (AEEGT) Book Series (ISSN 2326-9162) is published by IGI Global, 701 E. Chocolate Avenue, Hershey, PA 17033-1240, USA, www.igi-global.com. This series is composed of titles available for purchase individually; each title is edited to be contextually exclusive from any other title within the series. For pricing and ordering information please visit http://www.igi-global.com/book-series/advances-environmental-engineering-green-technologies/73679. Postmaster: Send all address changes to above address. Copyright © 2021 IGI Global. All rights, including translation in other languages reserved by the publisher. No part of this series may be reproduced or used in any form or by any means – graphics, electronic, or mechanical, including photocopying, record- ing, taping, or information and retrieval systems – without written permission from the publisher, except for non commercial, educational use, including classroom teaching purposes. The views expressed in this series are those of the authors, but not necessarily of IGI Global. Titles in this Series For a list of additional titles in this series, please visit: http://www.igi-global.com/book-series/advances-environmental-engineering-green-technologies/73679 Development Challenges and Strategies in Global Arid Regions Umar Garba Benna (Benna Associates, Nigeria) Engineering Science Reference • © 2021 • 300pp • H/C (ISBN: 9781799837930) • US $195.00 Molecular Plant Breeding and Genome Editing Tools for Crop Improvement Pradip Chandra Deka (Sir Padampat Singhania University, India) Engineering Science Reference • © 2021 • 489pp • H/C (ISBN: 9781799843122) • US $195.00 Recent Advancements in Bioremediation of Metal Contaminants Satarupa Dey (Shyampur Siddheswari Mahavidyalaya, India) and Biswaranjan Acharya (School of Computer Engineering, KIIT University (Deemed), India) Engineering Science Reference • © 2021 • 363pp • H/C (ISBN: 9781799848882) • US $195.00 Global Environmental Impacts on Food Security, Nutrition, and Human Health Hicham Chatoui (Private University of Marrakech, (UPM), Morocco & Cady Ayyad University, Morocco) Mohamed Merzouki (Faculty of Science and Technology, Sultan Moulay Slimane University, Beni Mellal, Morocco) Hanane Moummou (Private University of Marrakech (UPM), Marrakech, Morroco) Mounir Tilaoui (Private University of Marrakech (UPM), Sultan Moulay Slimane University, Beni Mellal, Morocco) and Nabila Saadaoui (Private University of Marrakech (UPM), Marrakech, Morroco) Engineering Science Reference • © 2020 • 300pp • H/C (ISBN: 9781799837480) • US $195.00 Spatial Information Science for Natural Resource Management Suraj Kumar Singh (Suresh Gyan Vihar University, Jaipur, India) Shruti Kanga (Suresh Gyan Vihar University, Jaipur, India) and Varun Narayan Mishra (Suresh Gyan Vihar University, Jaipur, India) Engineering Science Reference • © 2020 • 355pp • H/C (ISBN: 9781799850274) • US $195.00 Innovations, Models, and Policies of Green Engineering Technologies Daniel Dacuma Dasig Jr (De La Salle University Dasmarinas, Philippines) and Mirzi Llego Betasolo (Papua New Guinea University of Technology, Papua New Guinea) Engineering Science Reference • © 2020 • 300pp • H/C (ISBN: 9781799840336) • US $195.00 Energetics Perspective on the Environmental and Human Impact of Buildings Teodora Melania Şoimoşan (Technical University of Cluj-Napoca, Romania) and Ligia Mihaela Moga (Technical University of Cluj-Napoca, Romania) Engineering Science Reference • © 2020 • 300pp • H/C (ISBN: 9781799835721) • US $195.00 701 East Chocolate Avenue, Hershey, PA 17033, USA Tel: 717-533-8845 x100 • Fax: 717-533-8661 E-Mail: [email protected] • www.igi-global.com Editorial Advisory Board SachinAhuja,Chitkara University, India LalitKumarAwasthi,NIT Jalandhar, India MayankDave,NIT Kurukshetra, India SanjayKumarDhurandher,NSUT, India YunyoungNam,SoonchunhyangUniversity,Asan,SouthKorea SeifedineKadry,BeirutArabUniversity,Lebanon RakeshKumar,Central University of Haryana, India AmitaMalik,DCRUST, India SanjayKumarMalik,SRM University, India AmarjeetPrajapati,JIIT, India AjayKumarSharma,IKGPTU, India SachinKumarGupta,ShriMataVaishnoDeviUniversity,KatraJ&K,India AmanSingh,LPU Jalandhar, India KhoaThi-MinhTran,Industrial University of Ho Chi Minh, Vietnam AnilKumarVerma,Thapar University, India IsaacWoungang,Ryerson University, Canada KumarShashvat,Bharti Vidyapeeth College of Engineering, India  Table of Contents Foreword............................................................................................................................................xvii Preface.................................................................................................................................................xix Acknowledgment..............................................................................................................................xxiii Chapter 1 RoutingProtocolDesignIssuesandChallengesinUnderwaterWirelessSensorNetwork...................1 Monika Choudhary, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Nitin Goyal, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Chapter 2 QualityEnhancementinUnderwaterSensorNetworksThroughNodeDeploymentPlans:A Performance-BasedClassification........................................................................................................16 Anju Sangwan, Guru Jambheshwar University of Science and Technology, India Anupma Sangwan, Guru Jambheshwar University of Science and Technology, India Deepti Rani, Chandigarh University, India Rishi Pal Singh, Guru Jambheshwar University of Science and Technology, India Chapter 3 RecentandFutureNodeDeploymentStrategiesintheUnderwaterSensorNetwork(UWSN)..........34 Krishna Pandey, University Institute of Engineering and Technology, Kurukshetra University, India Manish Kumar, University Institute of Engineering and Technology, Kurukshetra University, India Chapter 4 UnderwaterLocalizationTechniques....................................................................................................45 Manisha Bharti, National Institute of Technology, Delhi, India Poonam Rani Verma, National Institute of Technology, Delhi, India Chapter 5 DataFusioninUnderwaterWirelessSensorNetworksandOpenResearchChallenges.....................67 Kalpna Guleria, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Saira Banu Atham, HKBK College of Engineering, Bangalore, India  Ashok Kumar, Chitkara University Institute of Engineering and Technology, Chitkara  University, Punjab, India  Chapter 6 CongestionControlProtocolsforUWSNs...........................................................................................85 Tanvika Garg, National Institute of Technology, Delhi, India Manisha Bharti, National Institute of Technology, Delhi, India Chapter 7 AReviewofRecentIssuesandChallengesofFaultManagementTechniquesinUnderwater WirelessSensorNetwork....................................................................................................................101 Nonita Sharma, Dr. B. R.Ambedkar National Institute of Technology, Jalandhar, India Krishna Pal Sharma, Dr. B. R.Ambedkar National Institute of Technology, Jalandhar, India Rajneesh Rani, Dr. B. R.Ambedkar National Institute of Technology, Jalandhar, India Chapter 8 FirewallinUnderwaterWirelessSensorNetworks............................................................................120 Manni Kumar, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Osho Gupta, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Shikha Rani, National Institute of Technology, Kurukshetra, India Chapter 9 ErrorControlandReliableDataDeliveryinUWSNs........................................................................131 Sneha Singh, National Institute of Technology, Delhi, India Manisha Bharti, National Institute of Technology, Delhi, India Chapter 10 HigherDataRateTransmissionforUnderwaterWirelessSensorCommunicationsUsing Industrial,Scientific,andMedical(ISM)Bands................................................................................155 Manish Sharma, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Chapter 11 SecureCommunicationTechniquesforUnderwaterWSNs...............................................................171 Esha Rani, Institute of Integrated and Honors Studies, Kurukshetra University, India Vikas Juneja, Seth Jai Parkash Mukand Lal Institute of Engineering and Technology, India Chapter 12 CyberAttacksandCyberSecurityinUnderwaterCommunication...................................................187 Sachin Umrao, Yale University, USA Chapter 13 MachineLearningTechniquesforUnderwaterWirelessSensorNetworks:AComprehensive Study...................................................................................................................................................194 Deepti Rani, Chandigarh University, India Anju Sangwan, Guru Jambheshwar University of Science and Technology, India Anupma Sangwan, Guru Jambheshwar University of Science and Technology, India Tajinder Singh, University of Information Science and Technology, Macedonia  Chapter 14 DeepReinforcementLearningMethodsforEnergy-EfficientUnderwaterWirelessNetworking......212 Ahmed Ali Saihood, University of Thi-Qar, Iraq Laith Alzubaidi, University of Information Technology and Communications, Iraq Chapter 15 RelaibilityinUnderwaterWirelessSensorNetworks.........................................................................224 Gaurav Sharma, Seth Jai Parkash Mukand Lal Insitute of Engineering and Technology, India Shilpi Harnal, Seth Jai Parkash Mukand Lal Insitute of Engineering and Technology, India Neha Miglani, National Institute of Technology, Kurukshetra, India Savita Khurana, Seth Jai Parkash Mukand Lal Insitute of Engineering and Technology, India Chapter 16 Real-TimeDataTransferinMarineEnvironmentMonitoringApplications......................................247 Renu Popli, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Isha Kansal, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Kanwal Garg, Department of Computer Science and Applications, Kurukshetra University, India Chapter 17 DemurandRoutingProtocolsWithapplicationinUnderwaterWirelessSensorNetworksfor SmartCity...........................................................................................................................................262 Arun Kumar, Maharishi Markandeshwar University, Mullana, India Sharad Sharma, Maharishi Markandeshwar University, Mullana, India Chapter 18 IssuesinUnderwaterCablesDeploymentbyRiskAnalysis...............................................................279 Jitender Grover, École de technologie supérieure (ÉTS), Canada Chapter 19 SmartCityinUnderwaterWirelessSensorNetworks........................................................................287 Saira Banu Atham, HKBK College of Engineering, Bangalore, India Kalpna Guleria, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Compilation of References...............................................................................................................302 About the Contributors....................................................................................................................332 Index...................................................................................................................................................338 Detailed Table of Contents Foreword............................................................................................................................................xvii Preface.................................................................................................................................................xix Acknowledgment..............................................................................................................................xxiii Chapter 1 RoutingProtocolDesignIssuesandChallengesinUnderwaterWirelessSensorNetwork...................1 Monika Choudhary, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Nitin Goyal, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Anunderwaterwirelesssensornetwork(UWSN)isagroupofspatiallydistributedsensorsformonitoring thephysicalchangesofunderwaterenvironmentandorganizethemeasureddataatabasestation.Out ofmanybigchallengesinthisfield,networkprotocoldesignisofgreatconcernduetotheidiosyncratic natureofunderwaterenvironment.Asunderwatersensornetworksareverymuchdistinctinnaturefrom terrestrialnetworksoasthechallenges,someofthemajorissuesofconcerninunderwaterenvironment arelongpropagationdelay,availablebandwidth,errorrate,restrictedbatterypower,movementofsensor nodes,etc.Becauseofalltheseissuesandchallenges,theroutingprotocolsforterrestrialnetworkcan’t beimplementedinUWSNs.Hence,thereisdemandfornewanddifferentroutingprotocolsforUWSNs. Inthischapter,anoverallsurveyofvariousroutingprotocolsalongwithprosandconsareexplained withchallengesfordesigningnewroutingprotocolsforvastandenormousUWSNs. Chapter 2 QualityEnhancementinUnderwaterSensorNetworksThroughNodeDeploymentPlans:A Performance-BasedClassification........................................................................................................16 Anju Sangwan, Guru Jambheshwar University of Science and Technology, India Anupma Sangwan, Guru Jambheshwar University of Science and Technology, India Deepti Rani, Chandigarh University, India Rishi Pal Singh, Guru Jambheshwar University of Science and Technology, India Duetowidespreadapplicationsandanorientationtowardsdimensionalityenhancement,theunderwater sensornetworks(UWSNs)aregoingtobeindemandfortoday’sresearchers.Thecoreideatodesign astrongandreliablebuildunderthewaterrevolvesaroundthemasterplanofsensordeployment.The qualityparameterslikecoverage,connectivity,andnetworklifespan,etc.areconsideredasmainpillars   forthesedeploymentplans.Thereisalwaysatrade-offbetweenthesequalityparameters.So,itisquite necessarytomaintainabalanceamongtheseparametersinordertoestablishasuccessfulcommunication system.Inthischapter,theauthorshavecategorizedthenodedeploymentplansonthebasisofthe above-statedqualityparameters.Duringthiscategorization,theviewofdimensionalityenhancement fromtwodimensionstothreedimensionsisalsokeptinthemind. Chapter 3 RecentandFutureNodeDeploymentStrategiesintheUnderwaterSensorNetwork(UWSN)..........34 Krishna Pandey, University Institute of Engineering and Technology, Kurukshetra University, India Manish Kumar, University Institute of Engineering and Technology, Kurukshetra University, India ThechapterfocusesontherecentdevelopmentinthefieldofthesensornodedeploymentintheUWSN (underwaterwirelesssensornetwork).Inthechapter,thetechnicalchallengesduringthenodedeployment ofthesensornodesintheUWSN(underwaterwirelesssensornetwork)arerepresentedwithprefacingthe background.Thechapterfocusesonthedifferentmethodsofnodedeploymentandpresentsageneralized modelforensurethereliability.Aviewofanalyzingthedeploymentofsensornodesisalsoshownin theexamplebyfollowingtherecentresearchesinthedomain.Finally,thefuturescopeandconclusion isrepresentedwiththeideaofnewparadigmsinthedeploymentofsensornodesintheUWSN. Chapter 4 UnderwaterLocalizationTechniques....................................................................................................45 Manisha Bharti, National Institute of Technology, Delhi, India Poonam Rani Verma, National Institute of Technology, Delhi, India Underwateracousticcommunicationusessoundwavestotrans-receiveinformation,divingdeepinside water,environmentscanning,underseaexplorations,disasterprevention,etc.Inthischapter,anattempt hasbeenmadetocoverstationaryandmobilelocalizationalgorithm.Theyarefurthersubdividedinto distributedandcentralized.Eachoneisfurthersubcategorizedintoestimation-basedandprediction- basedschemes.Thecategorythereforeextendsonthebasisofrangingmethod,communication,and synchronization,someofwhicharearealocalization,sensor-basedlocalization,formingasensorarray, motion-awareself-localization,silentlocalization.Eachonewillbediscussedindetailinthischapter. Atlast,hybridtechniqueisalsodiscussed,whichcombinesstationaryandmobiletechniques.The discussionincludesvariousnodesincludinganchornode,unknownnode,sinknode,andreference node.Variousmethodstofollowthetechniquesarealsodiscussed,whichincludeanchor-basedmethod, rangingmethod,andmessagecommunication. Chapter 5 DataFusioninUnderwaterWirelessSensorNetworksandOpenResearchChallenges.....................67 Kalpna Guleria, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India Saira Banu Atham, HKBK College of Engineering, Bangalore, India Ashok Kumar, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India

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