Trends in Ambient Intelligent Systems: The Role of Computational Intelligence

241 Pages·2016·4.69 MB·English

by  Kiran Kumar Ravulakollu

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
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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
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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].
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