Recursive filtering for 2-D shift-varying systems with communication constraints. (2021)
- Record Type:
- Book
- Title:
- Recursive filtering for 2-D shift-varying systems with communication constraints. (2021)
- Main Title:
- Recursive filtering for 2-D shift-varying systems with communication constraints
- Further Information:
- Note: Jinling Liang, Zidong Wang, Fan Wang.
- Authors:
- Liang, Jinling
Wang, Zidong
Wang, Fan - Contents:
- 1. Introduction 1.1 2-D Systems 1.2 Communication Constraints 1.3 Recent Progress on Filtering for 2-D Systems 1.4 Outline 2. Minimum-Variance Recursive Filtering for Two-Dimensional Systems with Degraded Measurements: Boundedness and Monotonicity 2.1 Problem Formulation 2.2 The Minimum-Variance Filter Design 2.3 Performance Analysis 2.4 Numerical Example 2.5 Summary 3. Robust Kalman Filtering for Two-Dimensional Systems with Multiplicative Noises and Measurement Degradations 3.1 Problem Formulation and Preliminaries 3.2 Upper Bound for The Generalized Error Variance 3.3 Suboptimal Filter Design 3.4 Numerical Example 3.5 Summary 4. Robust Finite-Horizon Filtering for Two-Dimensional Systems with Randomly Varying Sensor Delays 4.1 Problem Formulation 4.2 Preliminaries 4.3 Finite-Horizon Robust Kalman Filter Design 4.4 Numerical Example 4.5 Summary 5. Recursive Filtering for Two-Dimensional Systems with Missing Measurements subject to Uncertain Probabilities 5.1 Problem Formulation 5.2 Recursive Filter Design 5.3 Numerical Example 5.4 Summary 6. Resilient State Estimation for Two-Dimensional Shift-Varying Systems with Redundant Channels 6.1 Problem Formulation and Preliminaries 6.2 Resilient Filter Design 6.3 Numerical Examples 6.4 Summary 7. Recursive Distributed Filtering for Two-Dimensional Shift-Varying Systems Over Sensor Networks Under Random Access Protocols 7.1 Problem Formulation and Preliminaries 7.2 Main Results 7.3 Numerical Example 7.4 Summary 8. Resilient1. Introduction 1.1 2-D Systems 1.2 Communication Constraints 1.3 Recent Progress on Filtering for 2-D Systems 1.4 Outline 2. Minimum-Variance Recursive Filtering for Two-Dimensional Systems with Degraded Measurements: Boundedness and Monotonicity 2.1 Problem Formulation 2.2 The Minimum-Variance Filter Design 2.3 Performance Analysis 2.4 Numerical Example 2.5 Summary 3. Robust Kalman Filtering for Two-Dimensional Systems with Multiplicative Noises and Measurement Degradations 3.1 Problem Formulation and Preliminaries 3.2 Upper Bound for The Generalized Error Variance 3.3 Suboptimal Filter Design 3.4 Numerical Example 3.5 Summary 4. Robust Finite-Horizon Filtering for Two-Dimensional Systems with Randomly Varying Sensor Delays 4.1 Problem Formulation 4.2 Preliminaries 4.3 Finite-Horizon Robust Kalman Filter Design 4.4 Numerical Example 4.5 Summary 5. Recursive Filtering for Two-Dimensional Systems with Missing Measurements subject to Uncertain Probabilities 5.1 Problem Formulation 5.2 Recursive Filter Design 5.3 Numerical Example 5.4 Summary 6. Resilient State Estimation for Two-Dimensional Shift-Varying Systems with Redundant Channels 6.1 Problem Formulation and Preliminaries 6.2 Resilient Filter Design 6.3 Numerical Examples 6.4 Summary 7. Recursive Distributed Filtering for Two-Dimensional Shift-Varying Systems Over Sensor Networks Under Random Access Protocols 7.1 Problem Formulation and Preliminaries 7.2 Main Results 7.3 Numerical Example 7.4 Summary 8. Resilient Filtering for Linear Shift-Varying Repetitive Processes under Uniform Quantizations and Round-Robin Protocols 8.1 Problem Formulation 8.2 Main Results 8.3 Numerical Example 8.4 Summary 9. Event-Triggered Recursive Filtering for Shift-Varying Linear Repetitive Processes 9.1 Problem Formulation 9.2 Main Results 9.3 Numerical Example 9.4 Summary 10. Conclusions and Future Topics … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : CRC Press
- Publication Date:
- 2021
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 629.8312
Control theory -- Mathematics - Languages:
- English
- ISBNs:
- 9781000429305
9781000429299
9781003189213 - Related ISBNs:
- 9781032038179
- Notes:
- Note: Description based on CIP data; resource not viewed.
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- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- Physical Locations:
- British Library HMNTS - ELD.DS.628678
- Ingest File:
- 05_039.xml