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

Suganthi, K., Karthik, R., Rajesh, G.

Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems
  • 出版商: CRC
  • 出版日期: 2024-10-07
  • 售價: $2,380
  • 貴賓價: 9.5 折 $2,261
  • 語言: 英文
  • 頁數: 274
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367620081
  • ISBN-13: 9780367620080
  • 相關分類: Machine Learning、DeepLearning

    • 海外代購書籍(需單獨結帳)

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商品描述

This book offers the latest advances and results in the fields of machine learning and deep learning for wireless communications and provides positive discussions on the challenges and prospects. It includes a broad spectrum in understanding the improvements motivated by specific constraints posed by wireless communications.

商品描述(中文翻譯)

本書提供了無線通信領域中機器學習和深度學習的最新進展和成果，並對挑戰和前景進行了積極的討論。它涵蓋了廣泛的範疇，以理解由無線通信所帶來的特定限制所驅動的改進。

作者簡介

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.

作者簡介(中文翻譯)

K. Suganthi 於馬德拉斯大學獲得計算機科學與工程的學士學位，並在安娜大學獲得系統工程與運籌學的碩士學位及無線感測網路的博士學位。自2016年以來，她在印度金奈的維洛爾科技學院電子工程學院（SENSE）擔任高級助理教授。她是約20篇科學期刊和國際會議的作者。她的研究興趣包括無線感測網路、物聯網、數據分析和人工智慧。

R. Karthik 於印度維洛爾科技學院獲得博士學位，並在印度安娜大學獲得碩士學位。目前，他在維洛爾科技學院金奈的網路物理系研究中心擔任高級助理教授。他的研究興趣包括深度學習、計算機視覺、數位影像處理和醫學影像分析。他在同行評審的期刊和會議上發表了約32篇論文。他是Elsevier、IEEE、Springer和Nature等期刊的活躍審稿人。

G. Rajesh 目前在印度金奈的安娜大學資訊科技系擔任助理教授。他在安娜大學金奈完成了無線感測網路的博士學位，擁有約12年的教學和研究經驗。他的研究興趣包括無線感測網路及其物聯網應用、軟體工程和計算優化。他在期刊和會議上發表了超過20篇研究論文。

Peter Ho Chiung Ching 於多媒體大學計算與資訊學院獲得資訊科技的博士學位。他的博士研究工作集中於使用融合技術對多模態生物識別系統的性能評估。Ho博士是電氣與電子工程師學會的高級會員。他發表了多篇與位置智慧、多模態生物識別、行為識別和文本挖掘相關的同行評審論文。目前，他是雙威大學科學與技術學院計算與資訊系的兼任高級研究員。

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