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Doppler applications in LEO satellite communication systems
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ISBN: 1280200332 9786610200337 0306475464 0792376161 Year: 2002 Publisher: Boston : Kluwer Academic Publishers,

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Doppler Applications in LEO Satellite Communication Systems develops and presents an important class of techniques useful in the construction of little Low Earth Orbit (LEO) satellite communication systems. It centers on the very significant Doppler shift that attends communications through a LEO satellite and shows how this phenomenon can be exploited for an unexpected benefit. The techniques taught in the book are expected to be particularly attractive to system engineers because ground-based transceivers must generally compensate for the large Doppler component and therefore the necessary receiver processing loops are often already in place and expensed. This volume starts with a recounting of the characteristics of a LEO satellite and its orbit. The 2nd chapter addresses the LEO orbital geometry and reviews the Doppler effect attending LEO communications. Chapter three is focused on the important task of estimating the Doppler at a ground terminal. Appropriate signal processing algorithms are reviewed. Chapter four is concerned with predicting LEO satellite visibility. Chapters five and six are, respectively, devoted to the use of the significant LEO Doppler as an aid in a new traffic flow control protocol and as an aid for effecting communications power control. The last chapter describes MATLAB® based analysis. Doppler Applications in LEO Satellite Communication Systems provides a thorough review of the LEO Doppler phenomenon.


Book
Computational modelling in Industry 4.0 : a sustainable resource management perspective
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ISBN: 9811677239 9811677220 Year: 2022 Publisher: Singapore : Springer,

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Book
Optimization and Computing Using Intelligent Data-Driven Approaches for Decision-Making : Artificial Intelligence Applications
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ISBN: 9781003503057 1003503055 9781040164679 1040164676 9781040164709 1040164706 Year: 2025 Publisher: Boca Raton, FL : CRC Press,

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This book comprehensively discusses nature-inspired algorithms, deep learning methods, applications of mathematical programming and artificial intelligence techniques. It will further cover important topic such as linking green supply chain management practices with competitiveness, industry 4.0 and social responsibility.


Book
Computational Modelling in Industry 4.0
Authors: --- --- --- --- --- et al.
ISBN: 9789811677236 9789811677229 9789811677243 9789811677250 Year: 2022 Publisher: Singapore Springer Nature Singapore :Imprint: Springer

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Digital
Computational Modelling in Industry 4.0 : A Sustainable Resource Management Perspective
Authors: --- --- --- ---
ISBN: 9789811677236 9789811677229 9789811677243 9789811677250 Year: 2022 Publisher: Singapore Springer Nature

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This book addresses the different problems, practices, challenges and opportunities in sustainable resource management with the help of decision-making techniques to showcase the relevance of computational modelling approaches in sustainable management and Industry 4.0. It aims to address the inherent complexity of managing ecosystems, particularly with respect to involvement of multi-stakeholders, lack of information and uncertainties. Critical analyses are made to point out the need for, and propose a call to, a new way of thinking about sustainable resource management. This book will be useful for academicians, researchers, and industrialists in the field of industrial and production engineering.


Book
Supply Chain Finance Modelling and Optimization.
Authors: --- --- --- ---
ISBN: 9789819723591 9819723590 Year: 2025 Publisher: Singapore : Springer,

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Dissertation
Scalable Decision-Focused Learning for Vehicle Routing Problems

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This study investigates the application of Decision-Focused Learning (DFL) in addressing Vehicle Routing Problems (VRPs) with unknown edge costs. We emphasize scalability and computational efficiency, introducing an end-to-end pipeline that mitigates the computational challenges posed by combinatorial solvers during training. Our approach seamlessly integrates heuristic and approximate solvers, enhancing both scalability and training efficiency. We delve into the capacitated VRP, contrasting the traditional two-stage cost prediction approach with our methodology. Using synthetic data, the proposed pipeline is applied to problem instances with up to 160 nodes, or 25,440 directed edges, and we introduce a model tailored for edge-specific features. Our empirical results underscore the robustness and viability of DFL in tackling such problems, highlighting its potential for real-world applications in logistics and transportation, among others. This research not only offers valuable and practical insights but also paves the way for future explorations in the domains of stochastic vehicle routing and combinatorial optimization.

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