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.

List of contents

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.

About the author

Jinling Liang, Zidong Wang, Fan Wang

Summary

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.

Product details

• Authors: Jinling Liang, Jinling (School of Mathematics Liang, Fan Wang, Zidong Wang, Wang Fan, Wang Zidong
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Paperback / Softback
• Released: 09.10.2024
• EAN: 9781032038223
• ISBN: 978-1-0-3203822-3
• No. of pages: 222
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Data communication, networks; Social sciences, law, business > Media, communication > Communication science; COMPUTERS / Networking / General, TECHNOLOGY & ENGINEERING / Electrical, COMPUTERS / Cybernetics, Electrical Engineering, Cybernetics & systems theory, Computer networking & communications, Cybernetics and systems theory, Computer networking and communications