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Modeling and Optimization of Optical Communication Networks

2023-12-07 Technology & Engineering
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Release : 2023-12-07
Genre : Technology & Engineering
Kind : eBook
Book Rating : 203/5 ( reviews)

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Book Synopsis Modeling and Optimization of Optical Communication Networks by : Chandra Singh

Download or read book Modeling and Optimization of Optical Communication Networks written by Chandra Singh. This book was released on 2023-12-07. Available in PDF, EPUB and Kindle. Book excerpt: MODELING and OPTIMIZATION of OPTICAL COMMUNICATION NETWORKS Optical networks are an integral part of many of the technologies that we use every day. It is a constantly changing and evolving area, with new materials, processes, and applications coming online almost daily. This book provides a basis for discussing open principles, methods and research problems in the modeling of optical communication networks. It also provides a systematic overview of the state-of-the-art research efforts and potential research directions dealing with optical communication metworks. It also simultaneously focuses on extending the limits of currently used systems encompassing optical and wireless domains and explores novel research on wireless and optical techniques and systems, describing practical implementation activities, results and issues. A handbook on applications for both academia and industry, this exciting new volume includes detailed discussions on real-world case studies on trends and emerging technologies associated with modeling of optical communication networks. This book also describes several numerical models and algorithms for simulation and optimization of optical communication networks. Modeling and optimization presents several opportunities for automating operations and introducing intelligent decision making in network planning and in dynamic control and management of network resources, including issues like connection establishment, self-configuration, and self-optimization, through prediction and estimation by utilizing present network state and historical data. It focuses on extending the limits of currently used systems encompassing optical and wireless domains, and explores the latest developments in applications like photonics, high speed communication systems and networks, visible light communication, nano-photonics, wireless, and MIMO systems.

Modeling and Optimization of Optical Communication Networks

2023-10-30 Technology & Engineering
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Release : 2023-10-30
Genre : Technology & Engineering
Kind : eBook
Book Rating : 548/5 ( reviews)

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Book Synopsis Modeling and Optimization of Optical Communication Networks by : Chandra Singh

Download or read book Modeling and Optimization of Optical Communication Networks written by Chandra Singh. This book was released on 2023-10-30. Available in PDF, EPUB and Kindle. Book excerpt: MODELING and OPTIMIZATION of OPTICAL COMMUNICATION NETWORKS Optical networks are an integral part of many of the technologies that we use every day. It is a constantly changing and evolving area, with new materials, processes, and applications coming online almost daily. This book provides a basis for discussing open principles, methods and research problems in the modeling of optical communication networks. It also provides a systematic overview of the state-of-the-art research efforts and potential research directions dealing with optical communication metworks. It also simultaneously focuses on extending the limits of currently used systems encompassing optical and wireless domains and explores novel research on wireless and optical techniques and systems, describing practical implementation activities, results and issues. A handbook on applications for both academia and industry, this exciting new volume includes detailed discussions on real-world case studies on trends and emerging technologies associated with modeling of optical communication networks. This book also describes several numerical models and algorithms for simulation and optimization of optical communication networks. Modeling and optimization presents several opportunities for automating operations and introducing intelligent decision making in network planning and in dynamic control and management of network resources, including issues like connection establishment, self-configuration, and self-optimization, through prediction and estimation by utilizing present network state and historical data. It focuses on extending the limits of currently used systems encompassing optical and wireless domains, and explores the latest developments in applications like photonics, high speed communication systems and networks, visible light communication, nano-photonics, wireless, and MIMO systems.

Modeling, Simulation and Optimization of Optical Communication Systems Using Advanced Modulation Formats

2010
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Release : 2010
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Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Modeling, Simulation and Optimization of Optical Communication Systems Using Advanced Modulation Formats by : Leonardo Didier Coelho

Download or read book Modeling, Simulation and Optimization of Optical Communication Systems Using Advanced Modulation Formats written by Leonardo Didier Coelho. This book was released on 2010. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Learning for Future Fiber-Optic Communication Systems

2022-02-10 Technology & Engineering
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Release : 2022-02-10
Genre : Technology & Engineering
Kind : eBook
Book Rating : 289/5 ( reviews)

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Book Synopsis Machine Learning for Future Fiber-Optic Communication Systems by : Alan Pak Tao Lau

Download or read book Machine Learning for Future Fiber-Optic Communication Systems written by Alan Pak Tao Lau. This book was released on 2022-02-10. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning for Future Fiber-Optic Communication Systems provides a comprehensive and in-depth treatment of machine learning concepts and techniques applied to key areas within optical communications and networking, reflecting the state-of-the-art research and industrial practices. The book gives knowledge and insights into the role machine learning-based mechanisms will soon play in the future realization of intelligent optical network infrastructures that can manage and monitor themselves, diagnose and resolve problems, and provide intelligent and efficient services to the end users. With up-to-date coverage and extensive treatment of various important topics related to machine learning for fiber-optic communication systems, this book is an invaluable reference for photonics researchers and engineers. It is also a very suitable text for graduate students interested in ML-based signal processing and networking. - Discusses the reasons behind the recent popularity of machine learning (ML) concepts in modern optical communication networks and the why/where/how ML can play a unique role - Presents fundamental ML techniques like artificial neural networks (ANNs), support vector machines (SVMs), K-means clustering, expectation-maximization (EM) algorithm, principal component analysis (PCA), independent component analysis (ICA), reinforcement learning, and more - Covers advanced deep learning (DL) methods such as deep neural networks (DNNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative adversarial networks (GANs) - - Individual chapters focus on ML applications in key areas of optical communications and networking

Fiber-Optic Transmission Networks

2011-09-20 Technology & Engineering
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Release : 2011-09-20
Genre : Technology & Engineering
Kind : eBook
Book Rating : 554/5 ( reviews)

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Book Synopsis Fiber-Optic Transmission Networks by : Stephan Pachnicke

Download or read book Fiber-Optic Transmission Networks written by Stephan Pachnicke. This book was released on 2011-09-20. Available in PDF, EPUB and Kindle. Book excerpt: Next generation optical communication systems will have to transport a significantly increased data volume at a reduced cost per transmitted bit. To achieve these ambitious goals optimum design is crucial in combination with dynamic adaptation to actual traffic demands and improved energy efficiency. In the first part of the book the author elaborates on the design of optical transmission systems. Several methods for efficient numerical simulation are presented ranging from meta-model based optimization to parallelization techniques for solving the nonlinear Schrödinger equation. Furthermore, fast analytical and semi-analytical models are described to estimate the various degradation effects occurring on the transmission line. In the second part of the book operational aspects of optical networks are investigated. Physical layer impairment-aware routing and regenerator placement are studied. Finally, it is analyzed how the energy efficiency of a multi-layer optical core network can be increased by dynamic adaptation to traffic patterns changing in the course of the day.

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