System Identification Using Regular and Quantized Observations

1. Introduction and Overview
Qi He, Le Yi Wang, G. George Yin

2. System Identification: Formulation
Qi He, Le Yi Wang, G. George Yin

3. Large Deviations: An Introduction
Qi He, Le Yi Wang, G. George Yin

4. LDP of System Identification under Independent and Identically Distributed Observation Noises
Qi He, Le Yi Wang, G. George Yin

5. LDP of System Identification under Mixing Observation Noises
Qi He, Le Yi Wang, G. George Yin

6. Applications to Battery Diagnosis
Qi He, Le Yi Wang, G. George Yin

7. Applications to Medical Signal Processing
Qi He, Le Yi Wang, G. George Yin

8. Applications to Electric Machines
Qi He, Le Yi Wang, G. George Yin

9. Remarks and Conclusion
Qi He, Le Yi Wang, G. George Yin

Avainsanat: Mathematics, Systems Theory, Control, Control, Probability Theory and Stochastic Processes