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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 ...
With the rapid growth of the Internet as well as the increasing demand for broadband services, access networks have been receiving growing investments in recent years. This has led to a massive network deployment with the goal of eliminating the ba- width bottleneck between end-users and the network core. Today many diverse te- nologies are being used to provide broadband access to end users. The architecture and performance of the access segment (local loop, wired and wireless access n- works, and even home networks) are getting increasing attention for ensuring quality of service of diverse broadband applications. Moreover, most access lines will no longer terminate on a single device, thu...
This book constitutes selected and revised papers of the 9th International Conference, SENSORNETS 2020, Valletta, Malta, held in February 2020, and the 10th International Conference, SENSORNETS 2021, held virtually in February 2021. The 7 full papers presented were carefully reviewed and selected from 60 submissions. They focus in all aspects of sensor networks, including hardware of sensor networks, wireless communication protocols, sensor networks software, hardware and architectures, wireless information networks, channel characterization, data manipulation, signal processing, localization and object tracking through sensor networks, modelling and simulation, applications and uses.
This book gives a comprehensive guide on the fundamental concepts, applications, algorithms, protocols, new trends and challenges, and research results in the area of Green Information and Communications Systems. It is an invaluable resource giving knowledge on the core and specialized issues in the field, making it highly suitable for both the new and experienced researcher in this area. Key Features: - Core research topics of green information and communication systems are covered from a network design perspective, giving both theoretical and practical perspectives - Provides a unified covering of otherwise disperse selected topics on green computing, information, communication and network...
This year's main conference focused on next-generation wireless and wired broadband networks, sensor networks and emerging applications related to access networks. The main conference received 23 submissions from 15 different countries. After a thorough review process, 9 papers were accepted from the open call, one distinguished researcher was invited to contribute an invited paper and one was invited for a post-deadline submission, yielding 11 technical papers altogether. The 11 technical papers were organized into 4 technical sessions. In addition, four posters were allocated for a poster session during the conference. Within the main program of the conference, two keynote speeches address...
Cybersecurity for Beginners Ê KEY FEATURESÊÊ _ In-depth coverage of cybersecurity concepts, vulnerabilities and detection mechanism. _ Cutting-edge coverage on frameworks, Intrusion detection methodologies and how to design cybersecurity infrastructure. _ Access to new tools, methodologies, frameworks and countermeasures developed for cybersecurity. DESCRIPTIONÊ Cybersecurity Fundamentals starts from the basics of data and information, includes detailed concepts of Information Security and Network Security, and shows the development of ÔCybersecurityÕ as an international problem. This book talks about how people started to explore the capabilities of Internet technologies to conduct cr...
In recent years, we have witnessed an explosive growth in multimediacomputing, communication and applications. This revolution istransforming the way people live, work and interact with each other, and is impacting the way business, government services, education, entertainment and health care operate. This important book summarizes recent research topics, focusing onfour major areas: (1) intelligent content-based information retrievaland virtual world, (2) quality-of-services of multimedia data, (3)intelligent techniques for distance education, and (4) intelligentagents for e-commerc
Broadband communications is widely recognized as one of the key technologies for building the next generation global network infrastructure to support ever-increasing multimedia applications. This book contains a collection of timely leading-edge research papers that address some of the important issues of providing such a broadband network infrastructure. Broadband Communications represents the selected proceedings of the Fifth International Conference on Broadband Communications, sponsored by the International Federation for Information Processing (IFIP) and held in Hong Kong in November 1999. The book is organized according to the eighteen technical sessions of the conference. The topics covered include internet services, traffic modeling, internet traffic control, performance evaluation, billing, pricing, admission policy, mobile network protocols, TCP/IP performance, mobile network performance, bandwidth allocation, switching systems, traffic flow control, routing, congestion and admission control, multicast protocols, network management, and quality of service. It will serve as an essential reference for computer scientists and practitioners.
The mathematics employed by genetic algorithms (GAs)are among the most exciting discoveries of the last few decades. But what exactly is a genetic algorithm? A genetic algorithm is a problem-solving method that uses genetics as its model of problem solving. It applies the rules of reproduction, gene crossover, and mutation to pseudo-organism