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Home > Computing and Information Technology > Computer science > Artificial intelligence > Computer vision > Signal Processing Roadmap: Technologies, Applications, and Future Directions(Computational Modeling Applications for Existential Risks)
Signal Processing Roadmap: Technologies, Applications, and Future Directions(Computational Modeling Applications for Existential Risks)

Signal Processing Roadmap: Technologies, Applications, and Future Directions(Computational Modeling Applications for Existential Risks)

          
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About the Book

Signal Processing Roadmap: Technologies, Applications, and Future Directions presents a comprehensive exploration of innovative and advanced signal processing techniques, catering to the needs of engineers, researchers, and technologists. The book offers critical evaluations of the latest methods that drive intelligent and reliable measurement and monitoring solutions across diverse applications. Backed by practical examples, it demonstrates the real-world impact of signal processing in areas such as the Internet of Things, biomedical devices, and more. Through its forward-looking approach, the book aims to consolidate current advancements while pointing toward future opportunities and challenges in the field. In addition to covering uncertainty modeling and key signal processing considerations, the book delves into the latest developments in hybrid information system modeling, emphasizing its practical uses in fields like finance, healthcare, and engineering. Readers will find detailed case studies that illustrate how these models address complex, real-world problems. The text also thoroughly reviews foundational theories related to non-linear optimization, fuzzy sets, and rough sets.

Table of Contents:
1. Foundations of Signal Processing: A Comprehensive Overview 2. Frontiers in Digital and Analog Signal Processing Circuits and Systems in the era of Artificial Intelligence (AI) 3. Sustainable 6G Connectivity through AI-Powered Energy Efficiency 4. Computing Requirements and Techniques to Support Signal Processing 5. Signal Processing: Potential Applications, Trends, and Challenges 6. Signal Processing for Localization and Sensing Techniques in Next Generation Wireless Networks (NWGNs) 7. Advanced Signal Processing Techniques for Non-Orthogonal Multiple Access in 6G Networks 8. Signal Processing Innovations for improved 6G ubiquitous connectivity: Paving the path towards integrated Space-Ground-Underwater Networks 9. Advanced real-time signal processing techniques for adaptive beamforming in Beyond 5G wireless networks 10. Signal Processing for Autonomous Systems and Robotics: Principles, Techniques, and Future Directions 11. Signal Processing: A roadmap towards Image Reconstruction and Image Enhancement 12. Study of Image Enhancement Techniques for Satellite Images 13. Intelligent Signal Processing for Physical and MAC Layers: A Machine Learning Perspective 14. Optimization Techniques for 6G Communications: A Deep Learning Perspective 15. Advanced Image Restoration via Lightweight Convolutional Networks and Graph-Based Contextual Learning 16. Emerging Trends in Edge AI-Oriented Signal Processing for Internet of Things (IoT) Devices 17. Quantum-Enhanced Fuzzy Convolutional Neural Networks for High-Performance Analog Signal Processing Systems 18. Resource Optimization, Error Mitigation and Algorithmic Partitioning in Multi-Node Quantum Systems: A Practical Perspective 19. AI-Driven HetNet Optimization: Composite Fading, Mobility Modelling, and Resource Allocation 20. Intelligent Traffic Management System with Machine Learning for Congestion Prediction and Control


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Product Details
  • ISBN-13: 9780443331725
  • Publisher: Elsevier Science & Technology
  • Publisher Imprint: Morgan Kaufmann Publishers In
  • Height: 235 mm
  • No of Pages: 340
  • Sub Title: Technologies, Applications, and Future Directions
  • Width: 191 mm
  • ISBN-10: 0443331723
  • Publisher Date: 01 Mar 2026
  • Binding: Paperback
  • Language: English
  • Series Title: Computational Modeling Applications for Existential Risks
  • Weight: 450 gr


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Signal Processing Roadmap: Technologies, Applications, and Future Directions(Computational Modeling Applications for Existential Risks)
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