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Author : Marwan Batubara
Publisher :
ISBN 13 :
Total Pages : 342 pages
Book Rating : 4.:/5 (225 download)
Download or read book Connection Admission Control in ATM Networks Using a Neural Network written by Marwan Batubara and published by . This book was released on 1992 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Andrew Fraser
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (371 download)
Download or read book Connection Admission Control in ATM Networks Using Artificial Neural Networks written by Andrew Fraser and published by . This book was released on 1996 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ben Yuhas
Publisher : Springer Science & Business Media
ISBN 13 : 1461527341
Total Pages : 374 pages
Book Rating : 4.4/5 (615 download)
Download or read book Neural Networks in Telecommunications written by Ben Yuhas and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Networks in Telecommunications consists of a carefully edited collection of chapters that provides an overview of a wide range of telecommunications tasks being addressed with neural networks. These tasks range from the design and control of the underlying transport network to the filtering, interpretation and manipulation of the transported media. The chapters focus on specific applications, describe specific solutions and demonstrate the benefits that neural networks can provide. By doing this, the authors demonstrate that neural networks should be another tool in the telecommunications engineer's toolbox. Neural networks offer the computational power of nonlinear techniques, while providing a natural path to efficient massively-parallel hardware implementations. In addition, the ability of neural networks to learn allows them to be used on problems where straightforward heuristic or rule-based solutions do not exist. Together these capabilities mean that neural networks offer unique solutions to problems in telecommunications. For engineers and managers in telecommunications, Neural Networks in Telecommunications provides a single point of access to the work being done by leading researchers in this field, and furnishes an in-depth description of neural network applications.
Author : Joonbum Byun
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (862 download)
Download or read book Dynamic ATM Connection Admission Control Based on Instantaneous Node State Using an Artificial Neural Network written by Joonbum Byun and published by . This book was released on 1998 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Joshua Alspector
Publisher : Psychology Press
ISBN 13 : 9780805829006
Total Pages : 306 pages
Book Rating : 4.8/5 (29 download)
Download or read book Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications 3 written by Joshua Alspector and published by Psychology Press. This book was released on 1997 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently, the telecommunications industry has been exposed to many changes in technology. AT&T is currently experiencing its second divestiture. The internet has grown explosively with enormous numbers of people subscribing to providers such as America On Line. Microsoft, Netscape, and other computer-oriented companies are competing furiously for customers in the on-line world. Customers are having service problems because the network and providers cannot keep up with the ever-growing demand for service. Selling on the internet is ubiquitous with every company and with many individuals having a home page. Anecdotal evidence, however, suggests that almost nobody is making a profit from the growth of the internet. The papers in this collection reflect these changes. They were presented at a meeting of the International Workshop on the Application of Neural Networks to Communications (IWANNT*97). Discussing a wide variety of intelligent system applications, the major theme of the articles is networking, especially the use of ATM technology and the modeling of the resulting traffic. Recurring themes in this conference are routing and resource allocation in all types of communications networks. The collection also contains papers on fault detection, diagnosis, correction, coding and equalization, customer profiling, and pattern recognition.
Author : Bin Li
Publisher :
ISBN 13 :
Total Pages : 110 pages
Book Rating : 4.:/5 (349 download)
Download or read book Traffic Shaping and Admission Control in ATM Networks Using Neural Networks written by Bin Li and published by . This book was released on 1995 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Witold Pedrycz
Publisher : CRC Press
ISBN 13 : 1351836064
Total Pages : 420 pages
Book Rating : 4.3/5 (518 download)
Download or read book Computational Intelligence in Telecommunications Networks written by Witold Pedrycz and published by CRC Press. This book was released on 2018-10-03 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Telecommunications has evolved and grown at an explosive rate in recent years and will undoubtedly continue to do so. As its functions, applications, and technology grow, it becomes increasingly complex and difficult, if not impossible, to meet the demands of a global network using conventional computing technologies. Computational intelligence (CI) is the technology of the future-and the future is now. Computational Intelligence in Telecommunications Networks offers an in-depth look at the rapid progress of CI technology and shows its importance in solving the crucial problems of future telecommunications networks. It covers a broad range of topics, from Call Admission Control, congestion control, and QoS-routing for ATM networks, to network design and management, optical, mobile, and active networks, and Intelligent Mobile Agents. Today's telecommunications professionals need a working knowledge of CI to exploit its potential to overcome emerging challenges. The CI community must become acquainted with those challenges to take advantage of the enormous opportunities the telecommunications field offers. This text meets both those needs, clearly, concisely, and with a depth certain to inspire further theoretical and practical advances.
Author : Nirwan Ansari
Publisher : Allied Publishers
ISBN 13 : 9788170235217
Total Pages : 396 pages
Book Rating : 4.2/5 (352 download)
Download or read book Neural Networks in Telecommunications written by Nirwan Ansari and published by Allied Publishers. This book was released on 1994 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Cauligi S. Raghavendra
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)
Download or read book Admission Control and Routing Algorithms for ATM Networks written by Cauligi S. Raghavendra and published by . This book was released on 1998 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this research project, several issues related to providing Quality of Service (QoS) for command and control applications running on ATM networks were investigated. The QoS requirements are specified in terms of maximum delay, jitter, and cell loss probability. In this context, new AIM switch designs, algorithms for traffic control, routing, and multicasting were developed. Novel neural network based techniques for traffic characterization and admission control at the node and network levels were developed. A new multicast switch architecture was designed for use in high performance ATM networks and its performance as evaluated via simulation. New algorithms for efficiently routing ATM cells in input buffered switches were developed and their performance was evaluated.
Author : Cornelius T. Leondes
Publisher : CRC Press
ISBN 13 : 1420040812
Total Pages : 2400 pages
Book Rating : 4.4/5 (2 download)
Download or read book Intelligent Systems written by Cornelius T. Leondes and published by CRC Press. This book was released on 2018-10-08 with total page 2400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent systems, or artificial intelligence technologies, are playing an increasing role in areas ranging from medicine to the major manufacturing industries to financial markets. The consequences of flawed artificial intelligence systems are equally wide ranging and can be seen, for example, in the programmed trading-driven stock market crash of October 19, 1987. Intelligent Systems: Technology and Applications, Six Volume Set connects theory with proven practical applications to provide broad, multidisciplinary coverage in a single resource. In these volumes, international experts present case-study examples of successful practical techniques and solutions for diverse applications ranging from robotic systems to speech and signal processing, database management, and manufacturing.
Author : Gregory J. Bourdelais
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (36 download)
Download or read book Adaptive ATM Call Admission Control Using Neural Networks written by Gregory J. Bourdelais and published by . This book was released on 1994 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Sanchita Ghosh
Publisher : Springer
ISBN 13 : 3642309976
Total Pages : 242 pages
Book Rating : 4.6/5 (423 download)
Download or read book Call Admission Control in Mobile Cellular Networks written by Sanchita Ghosh and published by Springer. This book was released on 2012-08-14 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Call Admission Control (CAC) and Dynamic Channel Assignments (DCA) are important decision-making problems in mobile cellular communication systems. Current research in mobile communication considers them as two independent problems, although the former greatly depends on the resulting free channels obtained as the outcome of the latter. This book provides a solution to the CAC problem, considering DCA as an integral part of decision-making for call admission. Further, current technical resources ignore movement issues of mobile stations and fluctuation in network load (incoming calls) in the control strategy used for call admission. In addition, the present techniques on call admission offers solution globally for the entire network, instead of considering the cells independently. CAC here has been formulated by two alternative approaches. The first approach aimed at handling the uncertainty in the CAC problem by employing fuzzy comparators. The second approach is concerned with formulation of CAC as an optimization problem to minimize call drop, satisfying a set of constraints on feasibility and availability of channels, hotness of cells, and velocity and angular displacement of mobile stations. Evolutionary techniques, including Genetic Algorithm and Biogeography Based Optimization, have been employed to solve the optimization problems. The proposed approaches outperform traditional methods with respect to grade and quality of services.
Author : Demetres D. Kouvatsos
Publisher : Springer
ISBN 13 : 0387353534
Total Pages : 573 pages
Book Rating : 4.3/5 (873 download)
Download or read book Performance Analysis of ATM Networks written by Demetres D. Kouvatsos and published by Springer. This book was released on 2013-06-05 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over recent years, a considerable amount of effort has been devoted, both in industry and academia, towards the performance modelling, evaluation and prediction of Asynchronous Transfer Mode (ATM) networks. This book describes recent advances in ATM networks reflecting the state-of-the-art technology and research achievements worldwide. In addition, it provides a fundamental source of reference in the ATM field. Research topics discussed in detail include: Traffic Modelling and Characterisation; Routing; Switch and Multiplexer Models; Call Admission Control (CAC); Congestion Control; Resource Allocation; Quality of Service (QoS); Tools and Techniques. This volume contains recently extended refereed papers of the 5th International Workshop on Performance Modelling and Evaluation of ATM Networks, which was sponsored by the International Federation for Information Processing (IFIP) and held in Ilkley, UK in July 1997. Performance Analysis of ATM Networks continues the tradition established by the first three IFIP volumes on the subject, and it is ideal for personnel in computer/communication industries as well as academic and research staff in computer science and electrical engineering.
Author : Kalevi Kilkki
Publisher :
ISBN 13 :
Total Pages : 124 pages
Book Rating : 4.:/5 (258 download)
Download or read book Traffic characterisation and connection admission control in ATM networks written by Kalevi Kilkki and published by . This book was released on 1994 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Savo G. Glisic
Publisher : John Wiley & Sons
ISBN 13 : 1119790298
Total Pages : 884 pages
Book Rating : 4.1/5 (197 download)
Download or read book Artificial Intelligence and Quantum Computing for Advanced Wireless Networks written by Savo G. Glisic and published by John Wiley & Sons. This book was released on 2022-04-11 with total page 884 pages. Available in PDF, EPUB and Kindle. Book excerpt: ARTIFICIAL INTELLIGENCE AND QUANTUM COMPUTING FOR ADVANCED WIRELESS NETWORKS A comprehensive presentation of the implementation of artificial intelligence and quantum computing technology in large-scale communication networks Increasingly dense and flexible wireless networks require the use of artificial intelligence (AI) for planning network deployment, optimization, and dynamic control. Machine learning algorithms are now often used to predict traffic and network state in order to reserve resources for smooth communication with high reliability and low latency. In Artificial Intelligence and Quantum Computing for Advanced Wireless Networks, the authors deliver a practical and timely review of AI-based learning algorithms, with several case studies in both Python and R. The book discusses the game-theory-based learning algorithms used in decision making, along with various specific applications in wireless networks, like channel, network state, and traffic prediction. Additional chapters include Fundamentals of ML, Artificial Neural Networks (NN), Explainable and Graph NN, Learning Equilibria and Games, AI Algorithms in Networks, Fundamentals of Quantum Communications, Quantum Channel, Information Theory and Error Correction, Quantum Optimization Theory, and Quantum Internet, to name a few. The authors offer readers an intuitive and accessible path from basic topics on machine learning through advanced concepts and techniques in quantum networks. Readers will benefit from: A thorough introduction to the fundamentals of machine learning algorithms, including linear and logistic regression, decision trees, random forests, bagging, boosting, and support vector machines An exploration of artificial neural networks, including multilayer neural networks, training and backpropagation, FIR architecture spatial-temporal representations, quantum ML, quantum information theory, fundamentals of quantum internet, and more Discussions of explainable neural networks and XAI Examinations of graph neural networks, including learning algorithms and linear and nonlinear GNNs in both classical and quantum computing technology Perfect for network engineers, researchers, and graduate and masters students in computer science and electrical engineering, Artificial Intelligence and Quantum Computing for Advanced Wireless Networks is also an indispensable resource for IT support staff, along with policymakers and regulators who work in technology.
Author : Jagannathan Sarangapani
Publisher : CRC Press
ISBN 13 : 1420015311
Total Pages : 538 pages
Book Rating : 4.4/5 (2 download)
Download or read book Wireless Ad hoc and Sensor Networks written by Jagannathan Sarangapani and published by CRC Press. This book was released on 2017-12-19 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: With modern communication networks continuing to grow in traffic, size, complexity, and variety, control systems are critical to ensure quality and effectively manage network traffic. Providing a thorough and authoritative introduction, Wireless Ad hoc and Sensor Networks: Protocols, Performance, and Control examines the theory, architectures, and technologies needed to implement quality of service (QoS) in a wide variety of communication networks. Based on years of research and practical experience, this book examines the technical concepts underlying the design, implementation, research, and invention of both wired and wireless networks. The author builds a strong understanding of general concepts and common principles while also exploring issues that are specific to wired, cellular, wireless ad hoc, and sensor networks. Beginning with an overview of networks and QoS control, he systematically explores timely areas such as Lyapunov analysis, congestion control of high-speed networks, admission control based on hybrid system theory, distributed power control of various network types, link state routing using QoS parameters, and predictive congestion control. The book also provides a framework for implementing QoS control using mote hardware. Providing a deeply detailed yet conveniently practical guide to QoS implementation, Wireless Ad hoc and Sensor Networks: Protocols, Performance, and Control is the perfect introduction for anyone new to the field as well as an ideal reference guide for seasoned network practitioners.
Author : Joshua Alspector
Publisher : Psychology Press
ISBN 13 : 1134786107
Total Pages : 321 pages
Book Rating : 4.1/5 (347 download)
Download or read book Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications written by Joshua Alspector and published by Psychology Press. This book was released on 2013-06-17 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world is witnessing the rapid evolution of its own nervous system by an unparalleled growth in communication technology. Like the evolution of the nervous systems in animals, this growth is being driven by a survival-of-the-fittest-mechanism. In telecommunications, the entities that fuel this growth are companies and nations who compete with each other. Companies with superior information systems can outrun and outsmart others because they serve their customers better. On the threshold of an explosion in the variety, speed and usefulness of telecommunication networks, neural network researchers can make important contributions to this emerging new telecommunications infrastructure. The first International Workshop on Applications of Neural Networks to Telecommunications (IWANNT) was planned in response to the telecommunications industry's needs for new adaptive technologies. This workshop featured 50 talks and posters that were selected by an organizing committee of experts in both telecommunications and neural networks. These proceedings will also be available on-line in an electronic format providing multimedia figures, cross-referencing, and annotation.
