Optimal estimation of dynamic systems /
"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 pre...
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| Online Access: |
Full text (MCPHS users only) |
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| Main Author: | |
| Other Authors: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press,
2012
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| Edition: | 2nd ed. |
| Series: | Chapman & Hall/CRC applied mathematics and nonlinear science series.
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| Subjects: | |
| Local Note: | ProQuest Ebook Central |
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.
