Atnaujinkite slapukų nuostatas

El. knyga: Iterative Learning Control over Random Fading Channels

, (Central Queensland University)
  • Formatas: 356 pages
  • Išleidimo metai: 22-Dec-2023
  • Leidėjas: CRC Press
  • Kalba: eng
  • ISBN-13: 9781003821120
Kitos knygos pagal šią temą:
Iterative Learning Control over Random Fading ChannelsDidesnis paveikslėlis
  • Formatas: 356 pages
  • Išleidimo metai: 22-Dec-2023
  • Leidėjas: CRC Press
  • Kalba: eng
  • ISBN-13: 9781003821120
Kitos knygos pagal šią temą:

DRM apribojimai

  • Kopijuoti:

    neleidžiama

  • Spausdinti:

    neleidžiama

  • El. knygos naudojimas:

    Skaitmeninių teisių valdymas (DRM)
    Leidykla pateikė šią knygą šifruota forma, o tai reiškia, kad norint ją atrakinti ir perskaityti reikia įdiegti nemokamą programinę įrangą. Norint skaityti šią el. knygą, turite susikurti Adobe ID . Daugiau informacijos  čia. El. knygą galima atsisiųsti į 6 įrenginius (vienas vartotojas su tuo pačiu Adobe ID).

    Reikalinga programinė įranga
    Norint skaityti šią el. knygą mobiliajame įrenginyje (telefone ar planšetiniame kompiuteryje), turite įdiegti šią nemokamą programėlę: PocketBook Reader (iOS / Android)

    Norint skaityti šią el. knygą asmeniniame arba „Mac“ kompiuteryje, Jums reikalinga  Adobe Digital Editions “ (tai nemokama programa, specialiai sukurta el. knygoms. Tai nėra tas pats, kas „Adobe Reader“, kurią tikriausiai jau turite savo kompiuteryje.)

    Negalite skaityti šios el. knygos naudodami „Amazon Kindle“.

Random fading communication is a type of attenuation damage of data over certain propagation media. Establishing a systematic framework of design and analysis of learning control schemes, the book deeply studies the iterative learning control for stochastic systems with random fading communication.



Random fading communication is a type of attenuation damage of data over certain propagation media. Establishing a systematic framework for the design and analysis of learning control schemes, the book studies in depth the iterative learning control for stochastic systems with random fading communication.

The authors introduce both cases where the statistics of the random fading channels are known in advance and unknown. They then extend the framework to other systems, including multi-agent systems, point-to-point tracking systems, and multi-sensor systems. More importantly, a learning control scheme is established to solve the multi-objective tracking problem with faded measurements, which can help practical applications of learning control for high-precision tracking of networked systems.

The book will be of interest to researchers and engineers interested in learning control, data-driven control and networked control systems.

1. Introduction SECTION I Known Channel Statistics
2. Learning Control Over Random Fading Channel
3. Tracking Performance Enhancement by Input Averaging
4. Averaging Techniques for Balancing Learning and Tracking Abilities SECTION II Unknown Channel Statistics
5. Gradient Estimation Method for Unknown Fading Channels
6. Iterative Estimation Method for Unknown Fading Channels
7. Learning-Tracking Framework Under Unknown Nonrepetitive Channel Randomness SECTION III Extensions of Systems and Problems
8. Learning Consensus with Faded Neighborhood Information
9. Point-to-Point Tracking with Fading Communications
10. Point-to-Point Tracking Using Reference Update Strategy
11. Multi-Objective Learning Tracking with Faded Measurements

Dong Shen is a Professor at the School of Mathematics, Renmin University of China, Beijing, China. His research interests include iterative learning control, stochastic optimization, and distributed artificial intelligence.

Xinghuo Yu is the Distinguished Professor, a Vice-Chancellor's Professorial Fellow, and an Associate Deputy Vice-Chancellor at the Royal Melbourne Institute of Technology (RMIT University), Melbourne, Australia. He is a Fellow of the Australian Academy of Science, an Honorary Fellow of Engineers Australia, and a Fellow of the IEEE and several other professional associations.
Daugiau apie elektronines knygas Daugiau apie elektronines knygas
Pastovi nuoroda: https://www.kriso.lt/db/97810038211206e.html
Raktažodžiai: