Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems

Author:   K. Suganthi (Vellore Institute of Technology) ,  R. Karthik (VIT Chennai, India) ,  G. Rajesh (MIT Campus) ,  Peter Ho Chiung Ching (Sunway University, Malaysia)
Publisher:   Taylor & Francis Ltd
ISBN:  

9780367620066


Pages:   274
Publication Date:   14 September 2021
Format:   Hardback
Availability:   In Print   Availability explained
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Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems


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Author:   K. Suganthi (Vellore Institute of Technology) ,  R. Karthik (VIT Chennai, India) ,  G. Rajesh (MIT Campus) ,  Peter Ho Chiung Ching (Sunway University, Malaysia)
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Weight:   0.460kg
ISBN:  

9780367620066


ISBN 10:   0367620065
Pages:   274
Publication Date:   14 September 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1. Machine Learning Driven Design and Optimization of Mobile/Wireless System. 2. Intelligent Algorithm and Techniques for Effective Wireless Communication. 3. Machine Learning Based Intelligent Protocols. 4. Intelligent Schemes with Machine Learning and Deep Learning for Congestion Control. 5. Resource Allocation and Optimization in Wireless Network Using Machine Learning and Deep Learning. 6. Data Analysis and Security Schemes. 7. Applications of Machine Learning and Deep Learning. 8. Multimedia Communication. 9. Energy Management.

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Author Information

K. Suganthi received her B.E. degree in Computer Science and Engineering from Madras University, Masters in Systems Engineering and Operations Research and Ph.D. in Wireless Sensor Network from the Anna University. She is currently working as Assistant Professor Senior in the School of Electronics Engineering (SENSE) at Vellore Institute of Technology, Chennai campus, India since 2016. She is the author of about 20 scientific publications on journals and International conferences. Her research interests include Wireless Sensor Network, Internet of Things, Data Analytics and AI. R. Karthik obtained his Doctoral degree from Vellore Institute of Technology, India and Master’s degree from Anna University, India. Currently, He serves as Senior Assistant Professor in the Research Center for Cyber Physical Systems, Vellore Institute of Technology, Chennai. His research interest includes Deep Learning, Computer Vision, Digital Image Processing, and Medical Image Analysis. He has published around 32 papers in peer reviewed journals and conferences. He is an active reviewer for journals published by Elsevier, IEEE Springer and Nature. G. Rajesh is working as an Assistant professor, Department of Information Technology of Anna University, Chennai, India. He completed his PhD from Anna University, Chennai in wireless sensor networks. He has around 12 years of teaching and research experience. His area of research interest includes wireless sensor networks and its IoT applications, software engineering and computational optimization. He published more than 20 research papers in journals and conferences. Peter Ho Chiung Ching received his Ph.D. in Information Technology from the Faculty of Computing and Informatics, Multimedia University. His doctoral research work was on the performance evaluation of multimodal biometric systems using fusion techniques. Dr. Ho is a Senior Member of the Institute of Electrical and Electronics Engineers. Dr. Ho has published a number of peer reviewed papers related to location intelligence, multimodal biometrics, action recognition and text mining. He is currently an Adjunct Senior Research Fellow in the Department of Computing and Information Systems, School of Science and Technology, Sunway University.

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