Recursive Filtering for 2 D Shift Varying Systems With Communication - Constraint

It presents research developments and novel methodologies for recursive filtering for 2-D shift-varying systems with communication constraints. It investigates recursive filter/estimator design and performance analysis explaining dynamics of the system, subtle design of filter gains, effects of the communication constraints on performance.

Sommario

1. Introduction. 2. Minimum-Variance Recursive Filtering for Two-Dimensional Systems with Degraded Measurements: Boundedness and Monotonicity. 3. Robust Kalman Filtering for Two-Dimensional Systems with Multiplicative Noises and Measurement Degradations. 4. Robust Finite-Horizon Filtering for Two-Dimensional Systems with Randomly Varying Sensor Delays. 5. Recursive Filtering for Two-Dimensional Systems with Missing Measurements subject to Uncertain Probabilities. 6. Resilient State Estimation for Two-Dimensional Shift-Varying Systems with Redundant Channels. 7. Recursive Distributed Filtering for Two-Dimensional Shift-Varying Systems Over Sensor Networks Under Random Access Protocols. 8. Resilient Filtering for Linear Shift-Varying Repetitive Processes under Uniform Quantization and Round-Robin Protocols. 9. Event-Triggered Recursive Filtering for Shift-Varying Linear Repetitive Processes. 10. Conclusions and Future Topics.

Info autore

Jinling Liang, Zidong Wang, Fan Wang

Riassunto

It presents research developments and novel methodologies for recursive filtering for 2-D shift-varying systems with communication constraints. It investigates recursive filter/estimator design and performance analysis explaining dynamics of the system, subtle design of filter gains, effects of the communication constraints on performance.

Dettagli sul prodotto

• Autori: Jinling Liang, Jinling (School of Mathematics Liang, Fan Wang, Zidong Wang, Wang Fan, Wang Zidong
• Editore: Taylor & Francis Ltd.
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 06.09.2021
• EAN: 9781032038179
• ISBN: 978-1-0-3203817-9
• Pagine: 222
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; COMPUTERS / Networking / General, TECHNOLOGY & ENGINEERING / Electrical, Automatic control engineering, Communications engineering / telecommunications, Computer architecture & logic design, Computer networking & communications, Energy, power generation, distribution and storage, Power generation & distribution