Discrete Time Neural Observers

Written By Alma Y. Alanis
Discrete Time Neural Observers
  • Publsiher : Academic Press
  • Release : 06 February 2017
  • ISBN : 0128105445
  • Pages : 150 pages
  • Rating : /5 from reviews
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Download or read book entitled Discrete Time Neural Observers by author: Alma Y. Alanis which was release on 06 February 2017 and published by Academic Press with total page 150 pages . This book available in PDF, EPUB and Kindle Format. 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. In order to complete the treatment of these schemes, the authors also present simulation and experimental results related to their application in meaningful areas, such as electric three phase induction motors and anaerobic process, which show the applicability of such designs. The proposed schemes can be employed for different applications beyond those presented. The book presents solutions for the state estimation problem of unknown nonlinear systems based on two schemes. For the first one, a full state estimation problem is considered; the second one considers the reduced order case with, and without, the presence of unknown delays. Both schemes are developed in discrete-time using recurrent high order neural networks in order to design the neural observers, and the online training of the respective neural networks is performed by Kalman Filtering. Presents online learning for Recurrent High Order Neural Networks (RHONN) using the Extended Kalman Filter (EKF) algorithm Contains full and reduced order neural observers for discrete-time unknown nonlinear systems, with and without delays Includes rigorous analyses of the proposed schemes, including the nonlinear system, the respective observer, and the Kalman filter learning Covers real-time implementation and simulation results for all the proposed schemes to meaningful applications

Discrete Time Neural Observers

Discrete Time Neural Observers
  • Author : Alma Y. Alanis,Edgar N Sanchez
  • Publisher : Academic Press
  • Release Date : 2017-02-06
  • Total pages : 150
  • ISBN : 0128105445
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Summary : 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 ...

Discrete Time High Order Neural Control

Discrete Time High Order Neural Control
  • Author : Edgar N. Sanchez,Alma Y. AlanĂ­s,Alexander G. Loukianov
  • Publisher : Springer
  • Release Date : 2008-06-24
  • Total pages : 110
  • ISBN : 0128105445
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Summary : Neural networks have become a well-established methodology as exempli?ed by their applications to identi?cation and control of general nonlinear and complex systems; the use of high order neural networks for modeling and learning has recently increased. Usingneuralnetworks,controlalgorithmscanbedevelopedtoberobustto uncertainties and modeling errors. The most used NN structures are ...

1997 IEEE International Conference on Intelligent Process Systems

1997 IEEE International Conference on Intelligent Process Systems
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 941
  • ISBN : 0128105445
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Summary : Read online 1997 IEEE International Conference on Intelligent Process Systems written by , published by which was released on 1997. Download full 1997 IEEE International Conference on Intelligent Process Systems Books now! Available in PDF, ePub and Kindle....

Robust Discrete Time Flight Control of UAV with External Disturbances

Robust Discrete Time Flight Control of UAV with External Disturbances
  • Author : Shuyi Shao,Mou Chen,Peng Shi
  • Publisher : Springer Nature
  • Release Date : 2020-09-26
  • Total pages : 207
  • ISBN : 0128105445
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Summary : This book studies selected discrete-time flight control schemes for fixed-wing unmanned aerial vehicle (UAV) systems in the presence of system uncertainties, external disturbances and input saturation. The main contributions of this book for UAV systems are as follows: (i) the proposed integer-order discrete-time control schemes are based on the designed ...

2000 Power Engineering Society Summer Meeting

2000 Power Engineering Society Summer Meeting
  • Author : IEEE Power Engineering Society. Summer Meeting
  • Publisher : Unknown
  • Release Date : 2000
  • Total pages : 2607
  • ISBN : 0128105445
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Summary : Read online 2000 Power Engineering Society Summer Meeting written by IEEE Power Engineering Society. Summer Meeting, published by which was released on 2000. Download full 2000 Power Engineering Society Summer Meeting Books now! Available in PDF, ePub and Kindle....

1997 IEEE International Conference on Intelligent Processing Systems papers

1997 IEEE International Conference on Intelligent Processing Systems    papers
  • Author : IEEE Industrial Electronics Society
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 1893
  • ISBN : 0128105445
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Summary : Read online 1997 IEEE International Conference on Intelligent Processing Systems papers written by IEEE Industrial Electronics Society, published by which was released on 1997. Download full 1997 IEEE International Conference on Intelligent Processing Systems papers Books now! Available in PDF, ePub and Kindle....

Scientia Iranica

Scientia Iranica
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 212
  • ISBN : 0128105445
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Summary : Read online Scientia Iranica written by , published by which was released on 2004. Download full Scientia Iranica Books now! Available in PDF, ePub and Kindle....

Computer Control Abstracts

Computer   Control Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 0128105445
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Summary : Read online Computer Control Abstracts written by , published by which was released on 1996. Download full Computer Control Abstracts Books now! Available in PDF, ePub and Kindle....

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Joint 9th IFSA World Congress and 20th NAFIPS International Conference
  • Author : International Fuzzy Systems Association
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 3100
  • ISBN : 0128105445
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Summary : Read online Joint 9th IFSA World Congress and 20th NAFIPS International Conference written by International Fuzzy Systems Association, published by which was released on 2001. Download full Joint 9th IFSA World Congress and 20th NAFIPS International Conference Books now! Available in PDF, ePub and Kindle....

Index to IEEE Publications

Index to IEEE Publications
  • Author : Institute of Electrical and Electronics Engineers
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 0128105445
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Summary : Read online Index to IEEE Publications written by Institute of Electrical and Electronics Engineers, published by which was released on 1996. Download full Index to IEEE Publications Books now! Available in PDF, ePub and Kindle....

Journal of Dynamic Systems Measurement and Control

Journal of Dynamic Systems  Measurement  and Control
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 212
  • ISBN : 0128105445
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Summary : Read online Journal of Dynamic Systems Measurement and Control written by , published by which was released on 2001. Download full Journal of Dynamic Systems Measurement and Control Books now! Available in PDF, ePub and Kindle....

Proceedings of the 1999 IEEE International Symposium on Intelligent Control Intelligent Systems Semiotics

Proceedings of the 1999 IEEE International Symposium on Intelligent Control  Intelligent Systems   Semiotics
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 464
  • ISBN : 0128105445
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Summary : Read online Proceedings of the 1999 IEEE International Symposium on Intelligent Control Intelligent Systems Semiotics written by , published by which was released on 1999. Download full Proceedings of the 1999 IEEE International Symposium on Intelligent Control Intelligent Systems Semiotics Books now! Available in PDF, ePub and Kindle....

IEEE Transactions on Circuits and Systems

IEEE Transactions on Circuits and Systems
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 212
  • ISBN : 0128105445
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Summary : Read online IEEE Transactions on Circuits and Systems written by , published by which was released on 2006. Download full IEEE Transactions on Circuits and Systems Books now! Available in PDF, ePub and Kindle....

Mathematical Reviews

Mathematical Reviews
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 212
  • ISBN : 0128105445
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Summary : Read online Mathematical Reviews written by , published by which was released on 2004. Download full Mathematical Reviews Books now! Available in PDF, ePub and Kindle....

Science Abstracts

Science Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 212
  • ISBN : 0128105445
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Summary : Read online Science Abstracts written by , published by which was released on 1995. Download full Science Abstracts Books now! Available in PDF, ePub and Kindle....