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Intelligent Communication Technologies and Virtual Mobile Networks de G. Rajakumar

Intelligent Communication Technologies and Virtual Mobile Networks: Lecture Notes on Data Engineering and Communications Technologies, cartea 131

Editat de G. Rajakumar, Ke-Lin Du, Chandrasekar Vuppalapati, Grigorios N. Beligiannis
en Limba Engleză Paperback – 20 iul 2022

În acest volum tehnic, explorăm soluțiile de ultimă oră prezentate în cadrul conferinței ICICV 2022, concentrându-ne pe integrarea inteligenței artificiale în infrastructurile de comunicații mobile. Subliniem faptul că lucrarea nu se limitează la aspecte teoretice, ci analizează implementări concrete ale algoritmilor de Machine Learning și Deep Learning pentru securizarea rețelelor și optimizarea transmisiunilor de date. Descoperim aici studii detaliate despre utilizarea algoritmilor genetici în protecția informației și aplicarea rețelelor neuronale convoluționale (CNN) în domenii conexe, precum imagistica medicală.

Structura cărții urmărește o progresie logică, de la fundamentele securității cibernetice la aplicații avansate în rețelele virtuale. Putem afirma că rigoarea metodologică este pilonul central, volumul oferind analize comparative asupra tehnicilor de modulație pentru comunicațiile vehicul-la-vehicul (V2V), esențiale pentru dezvoltarea transportului inteligent. Complementar volumului Computer Networks and Inventive Communication Technologies de S. Smys, care se axează pe inventivitatea protocoalelor de rețea, titlul de față aduce un plus de profunzime în zona securității active prin tehnici de ethical hacking și sisteme de detecție a intruziunilor.

Organizarea conținutului în peste 800 de pagini permite o acoperire vastă a ecosistemului de comunicații mobile virtuale. De la protecția datelor prin metode criptografice la analiza performanței rețelelor wireless, editorii G. Rajakumar și Ke-Lin Du au selectat contribuții care pun accent pe transformarea cercetării fundamentale în aplicații industriale viabile.

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Specificații

ISBN-13: 9789811918438
ISBN-10: 9811918430
Pagini: 844
Ilustrații: XVIII, 825 p. 428 illus., 352 illus. in color.
Dimensiuni: 155 x 235 x 42 mm
Greutate: 1.41 kg
Ediția:1st ed. 2023
Editura: Springer
Colecția Lecture Notes on Data Engineering and Communications Technologies
Seria Lecture Notes on Data Engineering and Communications Technologies

Locul publicării:Singapore, Singapore

De ce să citești această carte

Această carte este o resursă esențială pentru inginerii de sistem și cercetătorii care doresc să implementeze soluții de securitate bazate pe AI în rețele mobile. Cititorul câștigă acces la metodologii testate pentru detecția intruziunilor și optimizarea protocoalelor V2V, fiind un ghid practic pentru înțelegerea modului în care rețelele virtuale pot deveni mai reziliente în fața atacurilor cibernetice moderne.

Despre autor

Volumul este coordonat de un colectiv de editori cu expertiză vastă în inginerie și tehnologii de comunicații. G. Rajakumar activează în cadrul Francis Xavier Engineering College, fiind specializat în sisteme inteligente. Ke-Lin Du este recunoscut pentru contribuțiile sale în prelucrarea semnalelor și rețele neuronale, având o experiență academică și industrială internațională. Împreună cu Chandrasekar Vuppalapati și Grigorios N. Beligiannis, aceștia au curatoriat o serie de lucrări ce reflectă stadiul actual al inovației în rețelele de date și securitatea comunicațiilor wireless.

Descriere scurtă

The book is a collection of high-quality research papers presented at Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), held at Francis Xavier Engineering College, Tirunelveli, Tamil Nadu, India, during February 10–11, 2022. The book shares knowledge and results in theory, methodology and applications of communication technology and mobile networks. The book covers innovative and cutting-edge work of researchers, developers and practitioners from academia and industry working in the area of computer networks, network protocols and wireless networks, data communication technologies and network security.

Cuprins

Implementation of Machine and Deep Learning Algorithms for Intrusion Detection System.- Information Protection Means Using a Genetic Algorithm.- Classification of Breast Cancer Using CNN and Its Variant.- Systematic Approach for Network Security Using Ethical Hacking Technique.- Analysis of Modulation Techniques for Short Range V2V Communication

Notă biografică

Dr. G. Rajakumar, Controller of Examination, Professor in Department of Electronics and Communication Engineering in Francis Xavier Engineering College, Tirunelveli. He has 14.5 years of experience. He received his B.E. (Electronics and Instrumentation Engineering) in National Engineering College, Kovilpatti under M. S. University Tirunelveli, 2004, M.E. (VLSI Design) in Arulmigu Kalasalingam College of Engineering in Srivilliputhur under Anna University, Chennai, 2006, M.B.A. (Human Resource Management) under Annamalai University, 2009, Ph.D. in Information and Communication Engineering with the specialization in VLSI Design under M. S. University 2014, Postdoctoral Fellow in VLSI Design under Delhi Technological University, Delhi, 2016 and Honorary and Doctor of Letters (D.Litt.) in Information and Communication Engineering under University of South America, USA 2017. He has published 4 patents and 5 International Engineering Books. He has published more than 30 international/national journals. He actively participated in more than 17 international conference, 31 national conferences.

Ke-Lin Du received the PhD in electrical engineering from Huazhong University of Science and Technology, China, in 1998. He founded Xonlink Inc., Ningbo, China in 2014. He was Chief Scientist at Enjoyor Inc., Hangzhou, China from 2012 to 2014. He was on research staff at Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada from 2001 to 2010. He has been an Affiliate Associate Professor at Concordia University since 2011. Prior to 2001, he was on technical staff with Huawei Technologies, China Academy of Telecommunication Technology, and Chinese University of Hong Kong. He visited Hong Kong University of Science and Technology in 2008.
Ke-Lin Du has authored 5 books (Neural Networks in a Softcomputing Framework, Springer, London, 2006; Wireless Communication Systems, Cambridge University Press, New York, 2010; Neural Networks and Statistical Learning, Springer, London, 2014, and 2nd edition, 2019; Search and Optimization by Metaheuristics, Springer, 2016), and coedited 10 books (Springer). He has also published over 50+ papers, and has 6 issued U.S. patents and 30+ Chinese patents. Currently, his research interests are signal processing, wireless communications, and machine learning. He has co-supervised 12 graduate students.
Ke-Lin Du has been a Senior Member of the IEEE since 2009. He is/was on Editorial Board or as Associate Editor of dozens of journals, including IET Signal Processing (2007), Circuits, Systems & Signal Processing (2009), Mathematics (2021), AI (2021), and IEEE Spectrum Chinese Edition (2012). He served as chair of 60+ international conferences. He was included in Marquis Who’s Who in 2018.

Chandrasekar Vuppalapati is a Software IT Executive with diverse experience in Software Technologies, Enterprise Software Architectures, Cloud Computing, Big Data Business Analytics, Internet of Things (IoT) and Software Product and Program Management. Chandra held Engineering and Product leadership roles at GE Healthcare, Cisco Systems, Samsung, Deloitte, St. Jude Medical and Lucent Technologies, Bell Laboratories Company. Chandra teaches Software Engineering, Mobile Computing, Cloud Technologies and Web and Data Mining for Master’s program in San Jose State University. Additionally, Chandra held market research, strategy and technology architecture Advisory Roles in Cisco Systems, Lam Research and performed Principal Investigator role for Valley School of Nursing where he connected Nursing Educators and Students with Virtual Reality Technologies. Chandra has functioned as Chair in numerous technology and advanced computing conferences such as: IEEE Oxford, UK, IEEE Big Data Services 2017, San Francisco, USA, and Future of Information and Communication Conference 2018, Singapore. Chandra graduated from San Jose State University Master’s Program, specializing in Software Engineering, and completed his Master of Business Administration from Santa Clara University, Santa Clara, California, USA.

Grigorios N. Beligiannis was born in Athens, Greece, in 1974. He graduated from the Department of Computer Engineering and Informatics of the University of Patras in 1997. He finished his postgraduate studies in “Computer and Information Technology” in 2000 and his doctoral dissertation in 2002 at the same time department. In 2007, he was elected to the lecturer’s degree with knowledge area “Management Information Systems”. In 2011, he has evolved at the rank of Assistant Professor, in 2016, at the rank of Associate Professor and in 2020, at the rank of Professor with subject “Intelligent Information Systems”. He has 42 published research papers in international scientific journals, 45 published papers in scientific conferences and 3 chapters in edited book series. He is Associate Editor of International Journal of Artificial Intelligence and Member of the Editorial Board of Applied Soft Computing, Helyion, International Journal of Intelligent Information Systems and Artificial Intelligence Research.

Caracteristici

Presents recent research in intelligent communication technologies and virtual mobile networks Discusses the outcomes of ICICV 2022, held in Tamil Nadu, India Serves as a reference guide for researchers and practitioners in academia and industry