Metaheuristics and Reinforcement Techniques for Smart Sensor Applications

1. Auflage 2024
ISBN: 978-1-032-54235-5
Verlag: CRC Press

Buch, Englisch, 252 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 531 g

This book discusses the fundamentals of wireless sensor networks,and the prevailing method and trends of smart sensor applications. It presents analytical modelling to foster the understanding of network challenges in developing protocols for next-generation communication standards.

• Presents an overview of the low-power sensor, network standards, design challenges and sensor network simulation

• Focusses on clustering, methods available for wireless sensor networks to tackle energy hole problems, load balancing and network lifetime enhancements

• Discusses enhanced versions of energy models enriched with energy harvesting

• Provides an insight into coverage and connectivity issues with genetic meta-heuristics, evolutionary models and reinforcement methodologies designed for wireless sensor networks

• Includes a wide range of sensor network applications and their integration with social networks and neural computing.

The reference book is for researchers and scholars interested in Smart Sensor applications.

Zielgruppe

Academic, Postgraduate, and Undergraduate Advanced

Autoren/Hrsg.

Sinha, Adwitiya

Manju

Singh, Samayveer

Fachgebiete

• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Netzwerksicherheit
• Mathematik | Informatik EDV | Informatik Technische Informatik Computersicherheit Kryptographie, Datenverschlüsselung
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Cloud-Computing, Grid-Computing
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Ambient Intelligence, RFID, Internet der Dinge

Inhaltsverzeichnis

1. Sensor Networks Overview 2. Sensor Network Applications 3. Coverage in Wireless Sensor Networks 4. Connectivity and Communication in Wireless Sensor Networks 5. Energy Efficient Clustering in Sensor Network 6. Routing Methods with Adjustable Sensing Range 7. Performance Evaluation Metrics for Energy Constrained Sensor Network 8. Index

Über Autor(innen)

Dr. Adwitiya Sinha is working as Associate Professor in the Department of Natural and Applied Sciences, TERI School of Advanced Studies since February 2024. Previously, she served academics & research for approximately 11 years in the Department of Computer Science and Engineering & Information Technology, Jaypee Institute of Information Technology, Noida-62, U.P., since February 2013. Moreover, during her doctoral research career in Jawaharlal Nehru University since 2008, she received First Rank certificate for topping through all semesters in M.Tech. batch 2008-2010. She was also awarded with Senior Research Fellowship (SRF) by Council of Scientific & Industrial Research (CSIR) in 2012. She has published more than 90 articles as SCI/Scopus journals, international conferences, books, and chapters. She has been in the publication & review committee of IEEE/ACM International Conference on Contemporary Computing since year 2013. She has also delivered Lecture Series on Networks & Graphs, Wireless Sensor Networks, and Performance Analysis of Computing Systems; organized by UGC, CEC, New Delhi in form of EDUSAT Live Lectures. She has guided 21 post-graduate dissertation/industrial thesis and more than 75 graduate minor/major projects in data science, social networking, large-scale graph algorithms, sensor networks, data mining & machine learning. She is also supervisor to 5 PhD scholars in the field of data science, social networking and sensor networks, of which 4 have been awarded. For her contribution to research, she was promoted as IEEE Senior Member in 2019 by Institute of Electrical & Electronics Engineers (IEEE), New York, USA. She is also an active professional member of ACM research community.

Affiliation: Department of Natural and Applied Sciences, TERI School of Advanced Studies, Vasant Kunj, New Delhi

Email: [e-mail]

Phone: [phone]

 

 

Dr. Manju has received Ph.D. in Computer engineering from Delhi University, New Delhi, India in 2018. She has obtained master’s degree in computer and communication engineering from the LNMIIT, Jaipur, India in 2009 and Bachelor degree in Computer Engineering from Govt. Engineering College Kota, India in 2006. She has published more than 30 publications in repute international journals and conferences. Presently, she is working as an Assistant Professor in the Department of Computer Science & Engineering at Jaypee Institute of Information Technology (JIIT), Noida, India. Her research interest focused on Algorithm Designing, Adhoc Networks, Internet of Things Network, Security in Fog Computing/Edge.

Affiliation: Department of Computer Science and Engineering & Information Technology, Jaypee Institute of Information Technology, Noida, Uttar Pradesh

Email: [e-mail]

Phone: [phone]

 

 

Dr. Samayveer Singh has received his Ph.D. in the Department of Computer Engineering from Delhi University, New Delhi, India in 2016. He obtained his master’s degree in computer science and engineering from National Institute of Technology, Jalandhar, Punjab, India, in 2010 and Bachelor degree in Information Technology from Uttar Pradesh Technical University, Lucknow, India in 2007.He has published more than 60 research papers in international journals and conferences. Currently, he is working as an Assistant Professor in Computer Science and Engineering Department, National Institute of Technology Jalandhar, Punjab India. His research interest includes wireless sensor networks, data hiding, and information security.  

Affiliation: Department of Computer Science and Engineering, National Institute of Technology Jalandhar, Punjab, India

Email: [e-mail]

Phone: [phone]