Best Reference Books – State Estimation: Theory and Applications

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We have compiled a list of Best Reference Books on State Estimation: Theory and Applications Subject. These books are used by students of top universities, institutes and colleges.

Here is the full list of best reference books on State Estimation: Theory and Applications.

We have put a lot of effort into researching the best books for reference on this subject and came out with a recommended list of best books. The table below contains a review of these books and links to the Amazon website to directly purchase these books. As an Amazon Associate, we earn from qualifying purchases, but this does not impact our reviews, comparisons, and listing of these books; the table serves as a ready reckoner list of these best books.

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1. “Discrete-Time Stochastic Systems: Estimation and Control” by Torsten Soderstrom

Book Review: This book gives an introduction to stochastic dynamic systems and also covers concepts related to its estimation and control. The book provides computer derivations for key results and also covers both state space methods and polynomial approach methods along with the similarities and differences between them. The book also provides an introduction to nonlinear aspects and analyzes them. The book also explains complex valued data processes that are used in signal processing and communication problems.

2. “Beyond the Kalman Filter: Particle Filters for Tracking Applications” by Ristic Branko

Book Review: This book explains all the advancements made in particle filter theory and discusses its releveance to surveillance systems and also carries out examination of defense related applications of particle filters to nonlinear and non-Gaussian problems. The book also provides accurate and reliable nonlinear filter designs and also carries out the performance prediction of these designs. The book also carries out detection and tracking through blind Doppler zone, radar tracking, passive ranging of targets, range only tracking and extended object tracking.

3. “Stochastic Models, Estimation and Control Vol. I” by Peter S Maybeck

Book Review: This book contains various topics on deterministic system moels, probability theory, static models, stochastic processes, linear dynamic system models, optimal filtering, linear system models, design and performance analysis of kalman filters, square root filtering and many more. The book also carries out detection and tracking through 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: The book in discussion presents views on filtering methods and stochastic processes. It is suitable for students and researchers familiar with the concepts of advanced calculus. The book covers both theoretical and practical aspects of the subject. The book begins with an introduction to probability theory and stochastic processes. Concepts of filtering, prediction, and smoothing are elucidated. Further, the book deals with the mathematical concepts of nonlinear filtering problems. The last chapters of the book include topics of application, development, and analysis if nonlinear filters.

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: The book focuses on the concepts of nanomechanics and nanomechanical devices. It is prescribed to advanced level students of engineering or physics. Description of matter, two-atom systems, quantum and thermodynamic behaviour of linear chains, atomic lattices are a few concepts covered in the initial sections of the book. Subsequent chapters deal with elasticity and deformation of solids, and the dynamical behavior of solids. The last sections of the book entails concepts of dissipation and noise. The book concludes by providing the future scope of carbon nanotubes and other assemblies.

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: The book focuses on a variety of concepts related to wave packets. It can be accessed by researchers studying numerical simulations and well as students of graduate level courses in applied mathematics and physics. Emphasis is laid on mathematical concepts of various equations such as kdv, kp, nls, dnls and their implementation to wave packets. Theoretical, analytical and numerical approach to one dimensional, two dimensional and three dimensional solutions is explained.

7. “State, Anarchy and Collective Decisions” by Coram Alex

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“State, Anarchy and Collective Decisions” Book Review: The book presents a game theoretical approach to political economy. It can be read by anybody interested in the domain. Fundamental questions necessary in political economies are raised and answered. The book covers abstract concepts such as the requirement of states and a scenario of life without protection of life and property. The book also questions the capability of people to tell the truth when asked about their wants.

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: The book covers the key topics of soft computing. It is suitable for researchers and workers of soft computing. It is a corroboration of research papers and theses presented by various scientists. The contents of the book include the latest theories, applications and new trends in the domain.

9. “Handbook of Finite State Based Models and Applications” by Wang

“Handbook of Finite State Based Models and Applications” Book Review: The main idea of the book is finite state theories, algorithms and applications. It appeals to researchers for a deeper study and also to fresh readers of the subject as a reference. The contents of the book are covered in a total of 18 chapters. It initially introduces the readers to the concepts of automata theory before diving into transducers, tree automata, quantum automata, and timed automata. Further, the book deals with minimization and incremental construction of finite automata. Estrel – an automata based synchronous programming language is elucidated. The last few chapters of the book cover the applications of the subject such as pattern matching, compiler design, and XML processing, petri nets, statecharts, temporal logic, and UML state machine diagrams.

10. “Coherent States and Applications in Mathematical Physics” by Didier Robert

“Coherent States and Applications in Mathematical Physics” Book Review: The book covers all the fundamentals of coherent states and various concepts revolving around the subject. Physicists and mathematicians studying the subject can refer to this book. Canonical Gaussian Coherent States and its applications are given importance. The applications of coherent states are extended to semi-classical analysis and mathematical treatment of the theory. Applications of coherent states such as hydrogen atom, quantum oscillators are also explained.

People who are searching for Free downloads of books and free pdf copies of these books – “Discrete-Time Stochastic Systems: Estimation and Control” by Torsten Soderstrom, “Beyond the Kalman Filter: Particle Filters for Tracking Applications” by Ristic Branko, “Stochastic Models, Estimation and Control Vol. I” by Peter S Maybeck, “Stochastic Processes and Filtering Theory” by A H Jazwinski, “Foundations of Nanomechanics: From Solid-State Theory to Device Applications” by Andrew N Cleland, “Solitary Waves in Dispersive Complex Media: Theory, Simulation, Applications” by Belashov Vasily Y, “State, Anarchy and Collective Decisions” by Coram Alex, “Soft Computing: State of the Art Theory and Novel Applications” by Ronald R Yager, “Handbook of Finite State Based Models and Applications” by Wang, “Coherent States and Applications in Mathematical Physics” by Didier Robert – we would like to mention that we don’t have free downloadable pdf copies of these good books and one should look for free pdf copies from these Authors only if they have explicitly made it free to download and read them.

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We have created a collection of best reference books on “State Estimation: Theory and Applications” so that one can readily see the list of top books on “State Estimation: Theory and Applications” and buy the books either online or offline.

If any more book needs to be added to the list of best books on State Estimation: Theory and Applications Subject, please let us know.

Sanfoundry Global Education & Learning Series – Best Reference Books!

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Manish Bhojasia, a technology veteran with 20+ years @ Cisco & Wipro, is Founder and CTO at Sanfoundry. He is Linux Kernel Developer & SAN Architect and is passionate about competency developments in these areas. He lives in Bangalore and delivers focused training sessions to IT professionals in Linux Kernel, Linux Debugging, Linux Device Drivers, Linux Networking, Linux Storage, Advanced C Programming, SAN Storage Technologies, SCSI Internals & Storage Protocols such as iSCSI & Fiber Channel. Stay connected with him @ LinkedIn