Advances in Adaptive Radar Detection and Range Estimation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advances in Adaptive Radar Detection and Range Estimation write by Chengpeng Hao. This book was released on 2021-12-03. Advances in Adaptive Radar Detection and Range Estimation available in PDF, EPUB and Kindle. This book provides a comprehensive and systematic framework for the design of adaptive architectures, which take advantage of the available a priori information to enhance the detection performance. Moreover, this framework also provides guidelines to develop decision schemes capable of estimating the target position within the range bin. To this end, the readers are driven step-by-step towards those aspects that have to be accounted for at the design stage, starting from the exploitation of system and/or environment information up to the use of target energy leakage (energy spillover), which allows inferring on the target position within the range cell under test.In addition to design issues, this book presents an extensive number of illustrative examples based upon both simulated and real-recorded data. Moreover, the performance analysis is enriched by considerations about the trade-off between performances and computational requirements.Finally, this book could be a valuable resource for PhD students, researchers, professors, and, more generally, engineers working on statistical signal processing and its applications to radar systems.
Adaptive Radar Detection and Estimation
Adaptive Radar Detection and Estimation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Adaptive Radar Detection and Estimation write by Simon Haykin. This book was released on 1992-04-15. Adaptive Radar Detection and Estimation available in PDF, EPUB and Kindle. Adaptive processing in a radar environment is necessary due to its inherently nonstable nature. A detailed mathematical treatment of the important issues in adaptive radar detection and estimation is offered. Since much of the material presented has not appeared in book form, you'll find this work fills an important gap in the known literature. Following an overview of the subject, contributors develop model-based techniques for the detection of radar targets in the presence of clutter; discuss minimum variance beamforming techniques; consider maximum likelihood bearing estimation in beamspace for an adaptive phased array radar; present an algorithm for angle-of-arrival estimation; and describe the method of multiple windows for spectrum estimation.
Advances in Adaptive Radar Detection and Range Estimation
Advances in Adaptive Radar Detection and Range Estimation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advances in Adaptive Radar Detection and Range Estimation write by 郝程鹏. This book was released on 2022. Advances in Adaptive Radar Detection and Range Estimation available in PDF, EPUB and Kindle.
Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches
Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches write by Angelo Coluccia. This book was released on 2022-11-30. Adaptive Radar Detection: Model-Based, Data-Driven and Hybrid Approaches available in PDF, EPUB and Kindle. This book shows you how to adopt data-driven techniques for the problem of radar detection, both per se and in combination with model-based approaches. In particular, the focus is on space-time adaptive target detection against a background of interference consisting of clutter, possible jammers, and noise. It is a handy, concise reference for many classic (model-based) adaptive radar detection schemes as well as the most popular machine learning techniques (including deep neural networks) and helps you identify suitable data-driven approaches for radar detection and the main related issues. You’ll learn how data-driven tools relate to, and can be coupled or hybridized with, traditional adaptive detection statistics; understand fundamental concepts, schemes, and algorithms from statistical learning, classification, and neural networks domains. The book also walks you through how these concepts and schemes have been adapted for the problem of radar detection in the literature and provides you with a methodological guide for the design, illustrating different possible strategies. You’ll be equipped to develop a unified view, under which you can exploit the new possibilities of the data-driven approach even using simulated data. This book is an excellent resource for Radar professionals and industrial researchers, postgraduate students in electrical engineering and the academic community.
Knowledge Based Radar Detection, Tracking and Classification
Knowledge Based Radar Detection, Tracking and Classification - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Knowledge Based Radar Detection, Tracking and Classification write by Fulvio Gini. This book was released on 2008-06-09. Knowledge Based Radar Detection, Tracking and Classification available in PDF, EPUB and Kindle. Discover the technology for the next generation of radar systems Here is the first book that brings together the key concepts essential for the application of Knowledge Based Systems (KBS) to radar detection, tracking, classification, and scheduling. The book highlights the latest advances in both KBS and radar signal and data processing, presenting a range of perspectives and innovative results that have set the stage for the next generation of adaptive radar systems. The book begins with a chapter introducing the concept of Knowledge Based (KB) radar. The remaining nine chapters focus on current developments and recent applications of KB concepts to specific radar functions. Among the key topics explored are: Fundamentals of relevant KB techniques KB solutions as they apply to the general radar problem KBS applications for the constant false-alarm rate processor KB control for space-time adaptive processing KB techniques applied to existing radar systems Integrated end-to-end radar signals Data processing with overarching KB control All chapters are self-contained, enabling readers to focus on those topics of greatest interest. Each one begins with introductory remarks, moves on to detailed discussions and analysis, and ends with a list of references. Throughout the presentation, the authors offer examples of how KBS works and how it can dramatically improve radar performance and capability. Moreover, the authors forecast the impact of KB technology on future systems, including important civilian, military, and homeland defense applications. With chapters contributed by leading international researchers and pioneers in the field, this text is recommended for both students and professionals in radar and sonar detection, tracking, and classification and radar resource management.
