Computational Intelligence In Recent Communication Networks

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Computational Intelligence in Recent Communication Networks

Mariya Ouaissa,Zakaria Boulouard,Mariyam Ouaissa,Bassma Guermah
Computational Intelligence in Recent Communication Networks Book PDF

Author : Mariya Ouaissa,Zakaria Boulouard,Mariyam Ouaissa,Bassma Guermah
Publisher : Springer Nature
Page : 279 pages
File Size : 48,5 Mb
Release : 2022-02-21
Category : Technology & Engineering
ISBN : 9783030771850

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Computational Intelligence in Recent Communication Networks by Mariya Ouaissa,Zakaria Boulouard,Mariyam Ouaissa,Bassma Guermah Pdf

This book focuses on the use of Artificial Intelligence and Machine Learning (AI/ML) based techniques to solve issues related to communication networks, their layers, as well as their applications. The book first offers an introduction to recent trends regarding communication networks. The authors then provide an overview of theoretical concepts of AI/ML, techniques and protocols used in different layers of communication. Furthermore, this book presents solutions that help analyze complex patterns in user data and ultimately improve productivity. Throughout, AI/ML-based solutions are provided, for topics such as signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction, software-defined networking, congestion control, communication network optimization, security, and anomaly detection. The book features chapters from a large spectrum of authors including researchers, students, as well as industrials involved in research and development.

Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning

Nur Zincir-Heywood,Marco Mellia,Yixin Diao
Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning Book PDF

Author : Nur Zincir-Heywood,Marco Mellia,Yixin Diao
Publisher : John Wiley & Sons
Page : 402 pages
File Size : 54,5 Mb
Release : 2021-09-03
Category : Technology & Engineering
ISBN : 9781119675518

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Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning by Nur Zincir-Heywood,Marco Mellia,Yixin Diao Pdf

COMMUNICATION NETWORKS AND SERVICE MANAGEMENT IN THE ERA OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING Discover the impact that new technologies are having on communication systems with this up-to-date and one-stop resource Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning delivers a comprehensive overview of the impact of artificial intelligence (AI) and machine learning (ML) on service and network management. Beginning with a fulsome description of ML and AI, the book moves on to discuss management models, architectures, and frameworks. The authors also explore how AI and ML can be used in service management functions like the generation of workload profiles, service provisioning, and more. The book includes a handpicked selection of applications and case studies, as well as a treatment of emerging technologies the authors predict could have a significant impact on network and service management in the future. Statistical analysis and data mining are also discussed, particularly with respect to how they allow for an improvement of the management and security of IT systems and networks. Readers will also enjoy topics like: A thorough introduction to network and service management, machine learning, and artificial intelligence An exploration of artificial intelligence and machine learning for management models, including autonomic management, policy-based management, intent based management, and network virtualization-based management Discussions of AI and ML for architectures and frameworks, including cloud systems, software defined networks, 5G and 6G networks, and Edge/Fog networks An examination of AI and ML for service management, including the automatic generation of workload profiles using unsupervised learning Perfect for information and communications technology educators, Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning will also earn a place in the libraries of engineers and professionals who seek a structured reference on how the emergence of artificial intelligence and machine learning techniques is affecting service and network management.

Handbook of Research on Recent Developments in Intelligent Communication Application

Bhattacharyya, Siddhartha,Das, Nibaran,Bhattacharjee, Debotosh,Mukherjee, Anirban
Handbook of Research on Recent Developments in Intelligent Communication Application Book PDF

Author : Bhattacharyya, Siddhartha,Das, Nibaran,Bhattacharjee, Debotosh,Mukherjee, Anirban
Publisher : IGI Global
Page : 671 pages
File Size : 43,8 Mb
Release : 2016-12-12
Category : Computers
ISBN : 9781522517863

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Handbook of Research on Recent Developments in Intelligent Communication Application by Bhattacharyya, Siddhartha,Das, Nibaran,Bhattacharjee, Debotosh,Mukherjee, Anirban Pdf

The communication field is evolving rapidly in order to keep up with society’s demands. As such, it becomes imperative to research and report recent advancements in computational intelligence as it applies to communication networks. The Handbook of Research on Recent Developments in Intelligent Communication Application is a pivotal reference source for the latest developments on emerging data communication applications. Featuring extensive coverage across a range of relevant perspectives and topics, such as satellite communication, cognitive radio networks, and wireless sensor networks, this book is ideally designed for engineers, professionals, practitioners, upper-level students, and academics seeking current information on emerging communication networking trends.

Computational Intelligence in Sensor Networks

Bijan Bihari Mishra,Satchidanand Dehuri,Bijaya Ketan Panigrahi,Ajit Kumar Nayak,Bhabani Shankar Prasad Mishra,Himansu Das
Computational Intelligence in Sensor Networks Book PDF

Author : Bijan Bihari Mishra,Satchidanand Dehuri,Bijaya Ketan Panigrahi,Ajit Kumar Nayak,Bhabani Shankar Prasad Mishra,Himansu Das
Publisher : Springer
Page : 488 pages
File Size : 48,6 Mb
Release : 2018-05-22
Category : Technology & Engineering
ISBN : 9783662572771

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Computational Intelligence in Sensor Networks by Bijan Bihari Mishra,Satchidanand Dehuri,Bijaya Ketan Panigrahi,Ajit Kumar Nayak,Bhabani Shankar Prasad Mishra,Himansu Das Pdf

This book discusses applications of computational intelligence in sensor networks. Consisting of twenty chapters, it addresses topics ranging from small-scale data processing to big data processing realized through sensor nodes with the help of computational approaches. Advances in sensor technology and computer networks have enabled sensor networks to evolve from small systems of large sensors to large nets of miniature sensors, from wired communications to wireless communications, and from static to dynamic network topology. In spite of these technological advances, sensor networks still face the challenges of communicating and processing large amounts of imprecise and partial data in resource-constrained environments. Further, optimal deployment of sensors in an environment is also seen as an intractable problem. On the other hand, computational intelligence techniques like neural networks, evolutionary computation, swarm intelligence, and fuzzy systems are gaining popularity in solving intractable problems in various disciplines including sensor networks. The contributions combine the best attributes of these two distinct fields, offering readers a comprehensive overview of the emerging research areas and presenting first-hand experience of a variety of computational intelligence approaches in sensor networks.

Advances in Computational Intelligence

Ignacio Rojas,Gonzalo Joya,Andreu Catala
Advances in Computational Intelligence Book PDF

Author : Ignacio Rojas,Gonzalo Joya,Andreu Catala
Publisher : Springer
Page : 926 pages
File Size : 45,6 Mb
Release : 2019-06-05
Category : Computers
ISBN : 9783030205188

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Advances in Computational Intelligence by Ignacio Rojas,Gonzalo Joya,Andreu Catala Pdf

This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control, and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformatics.

Recent Trends in Computational Intelligence Enabled Research

Siddhartha Bhattacharyya,Paramartha Dutta,Debabrata Samanta,Anirban Mukherjee,Indrajit Pan
Recent Trends in Computational Intelligence Enabled Research Book PDF

Author : Siddhartha Bhattacharyya,Paramartha Dutta,Debabrata Samanta,Anirban Mukherjee,Indrajit Pan
Publisher : Academic Press
Page : 420 pages
File Size : 45,7 Mb
Release : 2021-07-31
Category : Computers
ISBN : 9780323851794

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Recent Trends in Computational Intelligence Enabled Research by Siddhartha Bhattacharyya,Paramartha Dutta,Debabrata Samanta,Anirban Mukherjee,Indrajit Pan Pdf

The field of computational intelligence has grown tremendously over that past five years, thanks to evolving soft computing and artificial intelligent methodologies, tools and techniques for envisaging the essence of intelligence embedded in real life observations. Consequently, scientists have been able to explain and understand real life processes and practices which previously often remain unexplored by virtue of their underlying imprecision, uncertainties and redundancies, and the unavailability of appropriate methods for describing the incompleteness and vagueness of information represented. With the advent of the field of computational intelligence, researchers are now able to explore and unearth the intelligence, otherwise insurmountable, embedded in the systems under consideration. Computational Intelligence is now not limited to only specific computational fields, it has made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design to name a few. Recent Trends in Computational Intelligence Enabled Research: Theoretical Foundations and Applications explores the use of this computational paradigm across a wide range of applied domains which handle meaningful information. Chapters investigate a broad spectrum of the applications of computational intelligence across different platforms and disciplines, expanding our knowledge base of various research initiatives in this direction. This volume aims to bring together researchers, engineers, developers and practitioners from academia and industry working in all major areas and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing. Provides insights into the theory, algorithms, implementation, and application of computational intelligence techniques Covers a wide range of applications of deep learning across various domains which are researching the applications of computational intelligence Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques

Computational Intelligence for Unmanned Aerial Vehicles Communication Networks

Mariya Ouaissa,Inam Ullah Khan,Mariyam Ouaissa,Zakaria Boulouard,Syed Bilal Hussain Shah
Computational Intelligence for Unmanned Aerial Vehicles Communication Networks Book PDF

Author : Mariya Ouaissa,Inam Ullah Khan,Mariyam Ouaissa,Zakaria Boulouard,Syed Bilal Hussain Shah
Publisher : Springer Nature
Page : 294 pages
File Size : 52,9 Mb
Release : 2022-03-29
Category : Technology & Engineering
ISBN : 9783030971137

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Computational Intelligence for Unmanned Aerial Vehicles Communication Networks by Mariya Ouaissa,Inam Ullah Khan,Mariyam Ouaissa,Zakaria Boulouard,Syed Bilal Hussain Shah Pdf

This book aims to provide a vision that can combine the best of both Artificial Intelligence (AI) and communication networks for designing the deployment trajectory to establish flexible Unmanned Aerial Vehicles (UAV) communication networks.This book will discuss the major challenges that can face deploying unmanned aerial vehicles in emergent networks. It will focus on possible applications of UAV in a Smart City environment where they can be supported by Internet of Things (IoT), wireless sensor networks, as well as 5G, and beyond. This book presents the possible problems and solutions, the network integration of the UAV and compare the communication technologies to be used.This book will be a collection of original contributions regarding state of the art AI/ML based solutions in UAV communication networks which can be used for routing protocol design, transport layer optimization, user/application behaviour prediction, communication network optimization, security, and anomaly detection.

Artificial Intelligence for Communications and Networks

Shuo Shi,Liang Ye,Yu Zhang
Artificial Intelligence for Communications and Networks Book PDF

Author : Shuo Shi,Liang Ye,Yu Zhang
Publisher : Springer Nature
Page : 610 pages
File Size : 54,8 Mb
Release : 2021-03-22
Category : Computers
ISBN : 9783030690663

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Artificial Intelligence for Communications and Networks by Shuo Shi,Liang Ye,Yu Zhang Pdf

This book constitutes the post-conference proceedings of the Second EAI International Conference on Artificial Intelligence for Communications and Networks, AICON 2020, held in December 2020. Due to COVID-19 pandemic the conference was held virtually. The 52 full papers were carefully reviewed and selected from 112 submissions. The papers are organized in topical sections on Deep Learning/Machine Learning on Information and Signal Processing; AI in Ubiquitous Mobile Wireless Communications; AI in UAV-assisted wireless communications; Smart Education: Educational Change in the age of artificial Intelligence; AI in SAR/ISAR Target Detection; Recent advances in AI and their applications in future electronic and information field.

Recent Developments in Artificial Intelligence and Communication Technologies

Vikash Yadav,Parashu Ram Pal,Chuan-Ming Liu
Recent Developments in Artificial Intelligence and Communication Technologies Book PDF

Author : Vikash Yadav,Parashu Ram Pal,Chuan-Ming Liu
Publisher : Bentham Science Publishers
Page : 232 pages
File Size : 44,9 Mb
Release : 2022-10-04
Category : Computers
ISBN : 9781681089683

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Recent Developments in Artificial Intelligence and Communication Technologies by Vikash Yadav,Parashu Ram Pal,Chuan-Ming Liu Pdf

This book is a review of recent artificial intelligence approaches, initiatives and applications in engineering and science fields. It features contributions that highlight the use of techniques such as machine learning, mining engineering, modeling and simulation, and fuzzy logic methods in the fields of communication, networking and information engineering. The collection of chapters should inspire scholars involved in theoretical and applied sciences to contribute to research using computational intelligence principles and methods in their respective research communities. Professionals working on systems engineering, communications, innovative computing systems and adaptive technologies for sustainable growth, will also be able to benefit from the information provided in the book.