rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Optimal estimation of dynamic systems
  name:
    name part: Crassidis, John L.
    role:
      role term: creator
  name:
    name part: Junkins, John L.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: flu
    place:
      place term: Boca Raton, FL
    publisher: CRC Press
    date issued: ©2012
    date issued: 2012
    edition: 2nd ed.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (733 pages) : illustrations.
  abstract: "Optimal Estimation of Dynamic Systems, Second Edition highlights the importance of both physical and numerical modeling in solving dynamics-based estimation problems found in engineering systems. Accessible to engineering students, applied mathematicians, and practicing engineers, the text presents the central concepts and methods of optimal estimation theory and applies the methods to problems with varying degrees of analytical and numerical difficulty. Different approaches are often compared to show their absolute and relative utility. The authors also offer prototype algorithms to stimulate the development and proper use of efficient computer programs. MATLAB® codes for the examples are available on the book's website. New to the Second Edition. With more than 100 pages of new material, this reorganized edition expands upon the best-selling original to include comprehensive developments and updates. It incorporates new theoretical results, an entirely new chapter on advanced sequential state estimation, and additional examples and exercises. An ideal self-study guide for practicing engineers as well as senior undergraduate and beginning graduate students, the book introduces the fundamentals of estimation and helps newcomers to understand the relationships between the estimation and modeling of dynamical systems. It also illustrates the application of the theory to real-world situations, such as spacecraft attitude determination, GPS navigation, orbit determination, and aircraft tracking"--
  table of contents: 1. Least squares approximation -- 2. Probability concepts in least squares -- 3. Sequential state estimation -- 4. Advanced topics in sequential state estimation -- 5. Batch state estimation -- 6. Parameter estimation : applications -- 7. Estimation of dynamic systems : applications -- 8. Optimal control and estimation theory -- A. Review of dynamic systems -- B. Matrix properties -- C. Basic probability concepts -- D. Parameter optimization methods -- E. Computer software.
  note: John L. Crassidis, John L. Junkins.
  note: Includes bibliographical references and index.
  subject:
    topic: System analysis
  subject:
    topic: Estimation theory
  subject:
    topic: Systems Analysis
  subject:
    topic: Analyse de systèmes
  subject:
    topic: Théorie de l'estimation
  subject:
    topic: systems analysis
  subject:
    topic: MATHEMATICS
    topic: Applied
  subject:
    topic: TECHNOLOGY & ENGINEERING
    topic: Electrical
  subject:
    topic: TECHNOLOGY & ENGINEERING
    topic: Mechanical
  subject:
    topic: SCIENCE
    topic: Chaotic Behavior in Systems
  subject:
    topic: Estimation theory
  subject:
    topic: System analysis
  classification: QA402 .C73 2012eb
  classification: 003.85
  related item:
    title info:
      title: Optimal estimation of dynamic systems
    name:
      name part: Crassidis, John L.
    origin info:
      publisher: Boca Raton, FL : CRC Press, ©2012
      edition: 2nd ed.
    identifier: (DLC) 2011035244
    identifier: (OCoLC)751747958
  related item:
    title info:
      title: Chapman & Hall/CRC applied mathematics and nonlinear science series
  identifier: 9781439839867
  identifier: 1439839867
  identifier: 9781439839850
  identifier: 1439839859
  identifier: 2011035244
  identifier: TANDF_219684 Ingram Content Group
  identifier: https://proxy.library.tamu.edu/login
  record info:
    record content source: VPI
    record creation date: 111028
    record change date: 20260130162651.2
    record identifier: in00004665849
    language of cataloging:
      language term: eng