| About Book
The current progress in Wireless Sensor Network has taken to various new protocols formed especially for sensor networks in where the energy awareness is a necessary deliberation. Wireless Sensor Network is highly accessible for significant applications namely surveillance of security and environmental monitoring. The researchers all over the world are investigating about the most important parameter of wireless sensor network i.e. Energy. The main emphasis is given over the efficiency of energy as the energy saved by the wireless sensor network is less and the consumption of energy is high and this is the main reason behind the lifetime network depletion at a fast pace. There in the sensor nodes one more challenge is exhibited that is of the limited power capacity, so for the same the battery should be either charged or changed as there are several functions which are to be performed by the energy of the sensor nodes being aggregation, sensing and transmission of data and on board processing. Majorly, the energy is consumed by the wireless data transmission among the nodes and more energy is consumed as compared to the other sensing and processing operations of data. The high energy is consumed because the data is transmitted over a large distance as the nodes are located far from each other. Further, the collision, overhearing and idle listening of the nodes are the major reasons behind the high wastage of energy during the transmission and the communication of data. There are several applications, in which the nodes are disregarded, and thus worsening the failure of nodes and enhancing the problem of high energy consumption. The success of the application is dependent over the network lifetime and the exchange or the recharging of the batteries is costly as well as not feasible. Therefore, the attention of the researchers is seeking towards usage and the consumption of the energy. Further, the development of such energy efficient network should be done which should cover and provide solution for all the above mentioned challenges so that the utility of the wireless sensor networks is enhanced in the applications related to it. The main intention of this study and book is to investigate in detail about the concept “An Intelligent Energy Aware Routing Protocol using Data Fusion Technique in Wireless Sensor Networks”. Significance of the Book: This book convers and discusses about previous studies carried out in the area of data fusion and the crucial issue in energy reduction of the sensor modes during the data fusion. The main objectives of this book a) To analyze the energy aware routing protocol in wireless sensor network; b) To examine the maximum energy consumption for routing process to sustain long life batter power in wireless sensor network.; c) To analyze the routing protocol enhancement by applying data fusion technique; d)To explore the routing protocol enhancement by applying data fusion technique; e)To propose an algorithm to integrate data fusion technique to enhance the consumption of energy. This book study is constrained to wireless sensor networks and limited to data fusion technique. However, this book study evaluates the concept of “An Intelligent Energy Aware Routing Protocol using Data Fusion Technique in Wireless Sensor Networks”. Finally, this book considers a novel network organization scheme, energy-efficient Self organizing Map (K-SOM) Feed forward scheme, to organize sensor nodes into clusters with Data-Fusion. Also, it proposes a Energy aware routing algorithm, called “Artificial Intelligence Based Energy Aware Routing Protocol (AIEARP) for Wireless Sensor Network, for elevating sensor network lifetime. This book also shows the Experimental results for out-performs interims of network lifetime with dead nodes at different iteration and energy conservation with its energy consumption among the cluster heads. The following is an overview of the contents of the chapter, which presented in this Book. Chapter 1: Introduction of the EARP in WSN This chapter provides the vital idea about the research concept “An Intelligent Energy Aware Routing Protocol using Data Fusion Technique in Wireless Sensor Networks” including the research background, problem statement, aims and objectives of the study, research questions, significance of the study and limitations of the research. Chapter 2: Literature Review This chapter examines several works related to the conceptual framework model for “An Intelligent Energy Aware Routing Protocol using Data Fusion Technique in Wireless Sensor Networks”. In addition to these, this research explains in detail about the energy aware routing protocol in wireless sensor network. Apart from these, this research explains about the maximum energy consumption for routing process to sustain long life batter power in wireless sensor network. At last, this literature review chapter discusses about the routing protocol enhancement by applying data fusion technique and the routing protocol enhancement by applying data fusion technique. In addition to these, this research provides framework for “An Intelligent Energy Aware Routing Protocol using Data Fusion Technique in Wireless Sensor Networks”. Chapter 3: Research design This chapter provides an overview about the intelligent energy aware routing protocol using data fusion technique in wireless sensor networks. This chapter explains about the steps to be followed in the developed method. Chapter 4: Result analysis in term of intelligent energy aware protocol This chapter discusses about the analysis of implementation of proposed framework “An Intelligent Energy Aware Routing Protocol using Data Fusion Technique in Wireless Sensor Networks”. Chapter 5: Conclusion & Future enhancement This chapter explains about the summary of findings obtained through the analysis and results section and also gives conclusion to the research “An Intelligent Energy Aware Routing Protocol using Data Fusion Technique in Wireless Sensor Networks” followed by suggestions and recommendations for the future research. Bibliography: This section lists all works of interest, including those mentioned in the text. |
About Authors
Dr. Pooja Singh She is presently working as an Associate Professor in the Department of Computer Science and Engineering at Galgotias University, Greater Noida, India. Dr. Singh was also appointed to the postdoctoral program at the Federal Institute of Education, Science & Technology of Ceara (IFCA), Brazil, Latin America, USA. She has 14 years of working experience, previously she was associated with Amity University, Noida as Assistant Professor for 13 years. Dr. Pooja Singh awarded to Best Researcher Award by INSO: International Research Awards on Science, Technology and Management, Chennai’2022 India, and Best Faculty Award 2020-21 by the Ministry of corporate affairs government of India. She is also an Honorary member of the Indian engineering teacher association, with USA & Indo-UK technology & research, a confederation of science. Dr. Singh has published numerous patents and research papers in international peer-reviewed journals & conferences including SCI, Scopus indexed, Springer, Elsevier, and IEEE with good impact factor and delivered sessions as an expert/resource person. She has organized and actively participated in various workshops and conferences. she is also an advisory committee member of RSRI DAAI’2022, an Editorial Board and Guest Editor Board member of various Journals, and a professional member of IEEE, ACM, ICEEE, IAENG-Hong Kong, IACSIT-Singapore, IETA IND, London, IRED UACEE- New York. Her interest area is AI, WSN, ML, IoT, Biomedical image analysis, and AIoT. Dr. Reshma V. K. A Ph.D. Recipient, in Information and Computer Engineering, from Noorul Islam Centre for Higher Education in 2021, Master of Engineering in Software Engineering in 2012 from Sri Ramakrishna Engineering College, Coimbatore, Bachelor of Technology in Information Technology in 2010 from P.S.R Engineering College, Sivakasi, both affiliated to Anna University Chennai. Her area of interest is Image Processing, Steganography, Neural Networks, and Machine Learning. She has contributed 20+ technical papers in SCI/SCOPUS and other International journals and 10+ papers in various international conferences. She has published more than 15 patents in her field of Expertise and also focused on Multidisciplinary areas. Australian Innovative Patent Granted (International Patent), German Patent Granted, Awarded as India Prime Award 2021 Top 100 Professor, Young Researcher Award 2021 in Institute of Scholars (InSc), India Glory Award 2021 as Young Professor Award, Currently Acting as Reviewer, Editor in Various Journals and Conferences. And also been a session chair for Various Conferences both Nationally and Internationally. She is presently working as an Assistant Professor in Sri Krishna College of Engineering and Technology. Dr. M. Sadish Sendil He is working as Professor & Head of the Department of Emerging Technologies at Guru Nanak Institute of Technology, Hyderabad. He completed his BE CSE from Bharathidasan University, in 1997, ME CSE with Distinction from Anna University, Chennai in 2004, and Ph.D. in CSE from Anna University in March 2012. He has 25 years of teaching experience in which 6 years in GCC countries. He has guided 1 Ph.D. Research Scholar and awarded at Anna University successfully. He has published 29 international journals and published 4 patents. His research interest includes Networks, IoT, Artificial Intelligence and interdisciplinary areas. He is a member of CSI, ISTE and IEEE, Associate Member of UACEE. Dr. Shivamurthaiah Mallaiah He received his Ph.D. in Computer Science and Engineering, from Rabindranath Tagore University, Bhopal, Bharat. His fields of specialization include Artificial Intelligence, Software Engineering, Machine Learning and Image Processing. He’s got 16 years of teaching experience and 08 years of research experience, served on various Academic and Examination committees as a member (BOS and BOE) and Chair. He is currently Professor and Head, Department of Computer Science & Engineering, Dr. Sri. Sri. Sri. Shivakumara Mahaswamy College of Engineering, Bengaluru, Karnataka, Bharat. He has authored and co-authored more than 30 papers in SCOPUS/WOS/ICI/ Journals and RPS Conference proceedings in the areas of Artificial Intelligence, Image processing and published 08 patents, and Received KSTA, KSCST, UBA Grants. An Organizer, keynote speaker, Technical Program Committee (TPC) member for a variety of group discussions/workshops, etc. He has been invited to speak in several organisations, He has served in SBM, SAP, VISAKA, UBA, and NSS, as an officer at different levels. Member Editorial Advisory Board, IGI global publications. |
