articleChoice Reviews OnlineFeb 1, 2007Closed access

Optimal state estimation: Kalman, H [infinity], and nonlinear approaches

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Abstract

A bottom-up approach that enables readers to master and apply the latest techniques in state estimationThis book offers the best mathematical approaches to estimating the state of a general system. The author presents state estimation theory clearly and rigorously, providing the right amount of advanced material, recent research results, and references to enable the reader to apply state estimation techniques confidently across a variety of fields in science and engineering.While there are other textbooks that treat state estimation, this one offers special features and a unique perspective and pedagogical approach that speed learning: Straightforward, bottom-up approach begins with basic concepts and then…

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2,146
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Topics & keywords

Keywords
  • Computer science
  • Kalman filter
  • State (computer science)
  • Key (lock)
  • Nonlinear system
  • Estimation
  • Variety (cybernetics)
  • MATLAB
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