Discrete-Time Neural Observers : Analysis and Applications /
Discrete-Time Neural Observers: Analysis and Applications presents recent advances in the theory of neural state estimation for discrete-time unknown nonlinear systems with multiple inputs and outputs. The book includes rigorous mathematical analyses, based on the Lyapunov approach, that guarantee t...
| Päätekijät: | , , |
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| Aineistotyyppi: | software, multimedia |
| Kieli: | eng |
| Julkaistu: |
London : Academic Press, an imprint of Elsevie,
2017
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| Aiheet: | |
| Linkit: | https://www.sciencedirect.com/science/book/9780128105436 |
| _version_ | 1826472395306696704 |
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| author | Alanis, Alma Y., author 624672 Sanchez, Edgar N., author 551927 ScienceDirect (Online service) 7722 |
| author_facet | Alanis, Alma Y., author 624672 Sanchez, Edgar N., author 551927 ScienceDirect (Online service) 7722 |
| author_sort | Alanis, Alma Y., author 624672 |
| collection | OCEAN |
| description | Discrete-Time Neural Observers: Analysis and Applications presents recent advances in the theory of neural state estimation for discrete-time unknown nonlinear systems with multiple inputs and outputs. The book includes rigorous mathematical analyses, based on the Lyapunov approach, that guarantee their properties. In addition, for each chapter, simulation results are included to verify the successful performance of the corresponding proposed schemes. |
| first_indexed | 2024-03-05T17:17:52Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:605656 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:17:52Z |
| publishDate | 2017 |
| publisher | London : Academic Press, an imprint of Elsevie, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6056562023-09-05T01:26:40ZDiscrete-Time Neural Observers : Analysis and Applications / Alanis, Alma Y., author 624672 Sanchez, Edgar N., author 551927 ScienceDirect (Online service) 7722 software, multimedia Electronic books 631902 London : Academic Press, an imprint of Elsevie,©20172017engDiscrete-Time Neural Observers: Analysis and Applications presents recent advances in the theory of neural state estimation for discrete-time unknown nonlinear systems with multiple inputs and outputs. The book includes rigorous mathematical analyses, based on the Lyapunov approach, that guarantee their properties. In addition, for each chapter, simulation results are included to verify the successful performance of the corresponding proposed schemes.Chapter 1. Introduction -- Chapter 2. Mathematical Preliminaries -- Chapter 3. Full Order Neural Observers -- Chapter 4. Reduced Order Neural Observers -- Chapter 5. Neural Observers with Unknown Time-Delays -- Chapter 6. Final Remarks.Discrete-Time Neural Observers: Analysis and Applications presents recent advances in the theory of neural state estimation for discrete-time unknown nonlinear systems with multiple inputs and outputs. The book includes rigorous mathematical analyses, based on the Lyapunov approach, that guarantee their properties. In addition, for each chapter, simulation results are included to verify the successful performance of the corresponding proposed schemes.Discrete-time systemsNeural networks (Computer science)https://www.sciencedirect.com/science/book/9780128105436URN:ISBN:9780128105436Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Discrete-time systems Neural networks (Computer science) Alanis, Alma Y., author 624672 Sanchez, Edgar N., author 551927 ScienceDirect (Online service) 7722 Discrete-Time Neural Observers : Analysis and Applications / |
| title | Discrete-Time Neural Observers : Analysis and Applications / |
| title_full | Discrete-Time Neural Observers : Analysis and Applications / |
| title_fullStr | Discrete-Time Neural Observers : Analysis and Applications / |
| title_full_unstemmed | Discrete-Time Neural Observers : Analysis and Applications / |
| title_short | Discrete-Time Neural Observers : Analysis and Applications / |
| title_sort | discrete time neural observers analysis and applications |
| topic | Discrete-time systems Neural networks (Computer science) |
| url | https://www.sciencedirect.com/science/book/9780128105436 |
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