System Identification with Quantized Observations

1. Introduction
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

2. System Settings
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

3. Empirical-Measure-Based Identification: Binary-Valued Observations
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

4. Estimation Error Bounds: Including Unmodeled Dynamics
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

5. Rational Systems
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

6. Quantized Identification and Asymptotic Efficiency
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

7. Input Design for Identification in Connected Systems
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

8. Identification of Sensor Thresholds and Noise Distribution Functions
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

9. Worst-Case Identification under Binary-Valued Observations
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

10. Worst-Case Identification Using Quantized Observations
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

11. Identification of Wiener Systems with Binary-Valued Observations
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

12. Identification of Hammerstein Systems with Quantized Observations
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

13. Systems with Markovian Parameters
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

14. Space and Time Complexities, Threshold Selection, Adaptation
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

15. Impact of Communication Channels on System Identification
Le Yi Wang, G. George Yin, Ji-Feng Zhang, Yanlong Zhao

Keywords: Mathematics, Systems Theory, Control, Control, Algorithms, Communications Engineering, Networks, Probability Theory and Stochastic Processes, Signal, Image and Speech Processing