10 Best Books on State Estimation: Theory and Applications

We have compiled a list of the Best Reference Books on State Estimation: Theory and Applications, which are used by students of top universities, and colleges. This will help you choose the right book depending on if you are a beginner or an expert. Here is the complete list of State Estimation: Theory and Applications Books with their authors, publishers, and an unbiased review of them as well as links to the Amazon website to directly purchase them. If permissible, you can also download the free PDF books on State Estimation: Theory and Applications below.

1."Discrete-Time Stochastic Systems: Estimation and Control" by Torsten Soderstrom Book Review: This book offers an introduction to stochastic dynamic systems, as well as covering related concepts regarding estimation and control. Key results are computer-derived and presented alongside discussions of state space and polynomial approach methods, highlighting their similarities and differences. Nonlinear aspects are also addressed and analyzed. Additionally, the book provides an explanation of complex valued data processes utilized in signal processing and communication problems.
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2."Beyond the Kalman Filter: Particle Filters for Tracking Applications" by Ristic Branko Book Review: The book presents an overview of the developments in particle filter theory and its significance in surveillance systems. It examines the use of particle filters in non-linear and non-Gaussian problems related to defense applications. The book provides robust designs for nonlinear filters, and evaluates their performance accurately. Additionally, it includes detection and tracking methods for a range of scenarios, such as blind Doppler zone, radar tracking, passive ranging, range-only tracking, and extended object tracking.
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3."Stochastic Models, Estimation and Control Vol. I" by Peter S Maybeck Book Review: This book covers a wide range of topics related to deterministic system models, probability theory, static models, stochastic processes, linear dynamic system models, optimal filtering, and design and performance analysis of Kalman filters. Additionally, the book includes discussions on square root filtering and many other relevant topics. It also covers detection and tracking techniques for various scenarios such as blind Doppler zone, radar tracking, passive ranging of targets, range only tracking, and extended object tracking.
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4."Stochastic Processes and Filtering Theory" by A H Jazwinski “Stochastic Processes and Filtering Theory” Book Review: This book provides insights into filtering methods and stochastic processes for advanced calculus students and researchers. It covers both theoretical and practical aspects of the subject, starting with an introduction to probability theory and stochastic processes. The book explains concepts of filtering, prediction, and smoothing, as well as mathematical concepts of nonlinear filtering problems. Additionally, the book includes topics on the application, development, and analysis of nonlinear filters in its last chapters.
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5."Foundations of Nanomechanics: From Solid-State Theory to Device Applications" by Andrew N Cleland “Foundations of Nanomechanics: From Solid-State Theory to Device Applications” Book Review: This book provides a comprehensive understanding of nanomechanics and nanomechanical devices aimed at advanced-level students of engineering or physics. The initial sections cover the description of matter, quantum and thermodynamic behavior of linear chains, atomic lattices, and two-atom systems. The following chapters delve into the elasticity and deformation of solids and their dynamical behavior. The last sections of the book focus on dissipation and noise. The book concludes by discussing the future potential of carbon nanotubes and other assemblies in nanomechanics.
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6."Solitary Waves in Dispersive Complex Media: Theory, Simulation, Applications" by Belashov Vasily Y “Solitary Waves in Dispersive Complex Media: Theory, Simulation, Applications” Book Review: This book explores diverse topics related to wave packets and is suitable for graduate-level courses in applied mathematics and physics, as well as researchers working on numerical simulations. It focuses on the mathematical aspects of various equations, including KdV, KP, NLS, DNLS, and their application to wave packets. Theoretical, analytical, and numerical approaches to one-, two-, and three-dimensional solutions are covered in the book. advertisement advertisement
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7."State, Anarchy and Collective Decisions" by Coram Alex “State, Anarchy and Collective Decisions” Book Review: This book offers a game-theoretic perspective on political economy and is accessible to readers from various backgrounds. It raises and answers fundamental questions crucial to the study of political economies, including abstract concepts such as the need for states and hypothetical scenarios of life without the protection of life and property. The book also challenges the ability of individuals to be truthful when asked about their desires.
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8."Soft Computing: State of the Art Theory and Novel Applications" by Ronald R Yager “Soft Computing: State of the Art Theory and Novel Applications” Book Review: This book explores the essential themes of soft computing, aimed at researchers and practitioners in this field. It brings together research papers and theses from various scientists to offer the latest theories, applications, and trends in the field. The book provides a comprehensive overview of the current state-of-the-art in soft computing, making it a valuable resource for those seeking to deepen their understanding of this topic.
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9."Handbook of Finite State Based Models and Applications" by Wang “Handbook of Finite State Based Models and Applications” Book Review: This book presents the main idea of finite state theories, algorithms, and applications, making it a valuable reference for both researchers and newcomers to the subject. With a total of 18 chapters, the book covers various topics, starting with an introduction to automata theory and then delving into transducers, tree automata, quantum automata, and timed automata. The book also covers the minimization and incremental construction of finite automata, Estrel – an automata-based synchronous programming language, and applications such as pattern matching, compiler design, and XML processing, petri nets, statecharts, temporal logic, and UML state machine diagrams in the last few chapters.
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10."Coherent States and Applications in Mathematical Physics" by Didier Robert “Coherent States and Applications in Mathematical Physics” Book Review: This book comprehensively covers the fundamental concepts of coherent states, making it a valuable reference for physicists and mathematicians in the field. The book places particular emphasis on canonical Gaussian Coherent States and their applications. It delves into the semi-classical analysis and mathematical treatment of the theory, extending the applications of coherent states beyond their traditional boundaries. Additionally, the book explores the use of coherent states in the analysis of hydrogen atoms, quantum oscillators, and other important applications.
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