Trends in Ambient Intelligent Systems: The Role of Computational Intelligence PDF
Preview Trends in Ambient Intelligent Systems: The Role of Computational Intelligence
Studies in Computational Intelligence 633 Kiran Kumar Ravulakollu Mohammad Ayoub Khan Ajith Abraham E ditors Trends in Ambient Intelligent Systems The Role of Computational Intelligence Studies in Computational Intelligence Volume 633 Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected] About this Series The series “Studies in Computational Intelligence” (SCI) publishes new develop- mentsandadvancesinthevariousareasofcomputationalintelligence—quicklyand with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life sciences, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Of particular value to both the contributors and the readership are the short publication timeframe and the worldwide distribution, which enable both wide and rapid dissemination of research output. More information about this series at http://www.springer.com/series/7092 Kiran Kumar Ravulakollu Mohammad Ayoub Khan Ajith Abraham Editors Trends in Ambient Intelligent Systems The Role of Computational Intelligence 123 Editors KiranKumar Ravulakollu Ajith Abraham Department ofComputer Science MachineIntelligence Research Labs andEngineering, Schoolof Engineering (MIRLabs) andTechnology Auburn,WA Sharda University USA Greater Noida India Mohammad Ayoub Khan Ministry of Communications andInformationTechnology Centrefor Development of Advanced Computing Noida India ISSN 1860-949X ISSN 1860-9503 (electronic) Studies in Computational Intelligence ISBN978-3-319-30182-2 ISBN978-3-319-30184-6 (eBook) DOI 10.1007/978-3-319-30184-6 LibraryofCongressControlNumber:2016932000 ©SpringerInternationalPublishingSwitzerland2016 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of 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 transmission orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor foranyerrorsoromissionsthatmayhavebeenmade. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAGSwitzerland Preface Intelligence has always been a fascinating dimension that is ‘simple to understand but complex to achieve’. For understanding intelligence various pathways are designed and defined along the progress of research. However, engineering intel- ligence into machines for communication, cooperation and coordination is always challenging.Inthiscontext,artificialintelligencecanbedefinedas“awaythrough which machine can be made to understand environment, logically reason the informationandlearnforactingbetter”.Thoughtheprincipleofintelligenceisclear and convincing, achieving total intelligence is yet a dream come true. Over the years, many domains are developed for specialization and nourishment. Though this area has spread its roots through various specializations in addressing intelli- gence, it always suffers from limitations on selective applicability. It is observed that technological advancements are much more effective when they are addressing day-to-day environments. The dynamic nature of these envi- ronments sets the challenges to technologies for their feasibility, stability and adaptability.Themotivationforthisbookistodemonstratethesuccessofambient intelligence in providing solutions for daily needs of humanity in ways possible. This book addresses implications of ambient intelligence in areas of domestic living, elderly care, robotics, communication, philosophy and so on. Ambient intelligence, an amalgamation of need, convenience, behaviour, tech- nology and intelligence is applied with greater significance over all sorts of living. Ambient intelligence is also an attempt to incorporate so-called “Hi-Tech” infras- tructure into day-to-day lifewith anaimtoimprove quality andstandardofliving. The objective of this edited volume is to justify and enrich the philosophy that ambient intelligence is a boon to humanity with conceptual, philosophical, methodical and applicative understanding. The book also aims to schematically demonstrate developments in the direction of augmented sensors, embedded sys- tems and behavioural intelligence towards Ambient Intelligent Networks or Smart Living Technology. The book contains chapters in the field of Ambient Intelligent Networks, which received highly recommended feedback during the review process. This book contains research work, with in-depth state of the art from v vi Preface augmented sensors, embedded technology and artificial intelligence along with cutting-edge research and development of technologies and applications of Ambient Intelligent Networks. For readers of relevant research communities and individuals, this book is intended to introduce ideas, methods, technologies of the future development of humanity, Science and Technology. Kiran Kumar Ravulakollu Contents A Neurocognitive Robot Assistant for Robust Event Detection . . . . . . 1 German I. Parisi and Stefan Wermter Smart Robot Control via Novel Computational Intelligence Methods for Ambient Assisted Living . . . . . . . . . . . . . . . . . . . . . . . . 29 Bo Xing Valorization of Assistive Technologies for Cognition: Lessons and Practices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57 Stéphanie Pinard, Kevin Bouchard, Yannick Adelise, Véronique Fortin, Hélène Pigot, Nathalie Bier and Sylvain Giroux Safe and Automatic Addition of Fault Tolerance for Smart Homes Dedicated to People with Disabilities. . . . . . . . . . . . . . . . . . . . 87 Sébastien Guillet, Bruno Bouchard and Abdenour Bouzouane Smart Homes in the Era of Big Data. . . . . . . . . . . . . . . . . . . . . . . . . 117 Kevin Bouchard, Sebastien Gaboury, Bruno Bouchard, Abdenour Bouzouane and Sylvain Giroux An Investigation of the Use of Innovative Biology-Based Computational Intelligence in Ubiquitous Robotics Systems: Data Mining Perspective . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139 Bo Xing Ambient Stupidity. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 173 Jordi Vallverdú vii viii Contents Security Implementations in Smart Sensor Networks . . . . . . . . . . . . . 187 Mohamed Fazil Mohamed Firdhous Automatic Music Composition from a Self-learning Algorithm . . . . . . 223 Michele Della Ventura About the Editors Dr. Kiran Kumar Ravulakollu is working with Sharda University of India as Assistant Professor with interests in sensory networks, robotics, biologically inspired multimodal behaviour modelling, ambient intelligence, and sensory network design along with visualandauditoryinformationprocessing.Otherareas of interests include integrated areas of agent naviga- tion,human–computerinteractionandneuralnetworks. He has more than five years of research experience in Hybrid Intelligent Systems area at Centre for Hybrid IntelligentSystems,UniversityofSunderland,UK.He received his Ph.D. degree from University of Sunderland, UK, and Bachelor of Technology Degree from Jawaharlal Nehru TechnologicalUniversity,India.Hecontributestoresearchcommunitiesbyvarious volunteeractivities.Hehasbeenpublishingwithinternationallyreputedpublishers like Springer, Elsevier through journals, conference and book chapters. He has servedontheeditorial/reviewerboardforjournalslikeIJACR,HindawiPublishing Corporation and JECE along with conferences like ICECCS-2013, ICCTD-2011. He was organizing committee member for ncaf-2009 conference held in UK. He has served as conference chair for international conference of SocProS-2013. He is a member the professional bodies IEEE, INNS and IACSIT. He can be reached at [email protected]. ix
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