| Preface | 6 |
|---|
| Contents | 9 |
|---|
| Abbreviations and Notation | 12 |
|---|
| Chapter 1 Introduction | 16 |
|---|
| 1.1 Motivation for the Book | 16 |
| 1.2 Summary of Contributions | 20 |
| 1.3 Organization | 20 |
| 1.4 A Short Overview of CPSs | 21 |
| 1.5 Motivation and Application Scenarios | 29 |
| 1.6 Mathematical Background | 36 |
| Chapter 2 Mobile Sensor Trajectory Optimization | 41 |
|---|
| 2.1 Motivation and the Application Scenario | 41 |
| 2.2 System Identification for DPSs | 41 |
| 2.3 Problem Formulation | 44 |
| 2.4 Finding a Numerical Solution for the Problem | 50 |
| 2.5 Illustrative Simulations | 52 |
| 2.6 Chapter Summary | 57 |
| Chapter 3 Sensor Selection Methods for Cyber-physical Systems | 59 |
|---|
| 3.1 The Motivation and the Problem | 59 |
| 3.2 Just-Enough Sensor Selection and the Solution | 60 |
| 3.3 The Heuristic Sensor Selection Method | 67 |
| 3.4 The Elimination-Based Sensor Selection Method | 89 |
| 3.5 Simulations | 106 |
| 3.6 Hardware Experiments | 114 |
| 3.7 Discussion | 128 |
| 3.8 Chapter Summary | 141 |
| Chapter 4 Design of Localization Systems forWireless Sensor Networks | 142 |
|---|
| 4.1 The Motivation and the Research Problem | 142 |
| 4.2 Localization Hardware | 142 |
| 4.3 The Proposed Phase-Based Localization Method | 145 |
| 4.4 Beacon Placement Optimization | 153 |
| 4.5 Chapter Summary | 163 |
| Chapter 5 Conclusions and FutureWork | 164 |
|---|
| 5.1 Conclusions | 164 |
| 5.2 Future Work | 165 |
| Appendix A Implementations | 166 |
|---|
| A.1 Simulation of Trajectory Optimization | 166 |
| A.2 Sensor Selection Demonstration System | 170 |
| References | 172 |
|---|
| Index | 182 |