Date

Contents

Time and Location

10/12/2015

(Mon.)

Ø  Introduction and Motivation (definition of systems, explanation of system identification process)

Ø  Flight Vehicle Instrumentation (sensor, sensor errors, modelling of sensors)

研究生教学楼207

9:50-12:10

10/14/2015

(Wed.)

Ø  Mathematical Modeling (mathematical model of an aircraft, based on Newton’s laws; subsystems; non-linear equations of motion)

研究生教学楼407

18:00-20:00

10/15/2015

(Thur.)

Ø  Estimation Theory (statistical basic knowledge for system identification)

Ø  Estimation of Static Models (ordinary, weighted, total, non-linear least-squares methods)

研究生教学楼206

18:00-20:00

10/19/2015

(Mon.)

Ø  Dynamic System Identification

a.         State Estimation (Kalman-filtering, flight-path reconstruction, data-preprocessing)

b.        Maximum Likelihood Methods (non-linear system identification)

c.        Methods Specific for linear Dynamic Systems (frequency domain identification)

研究生教学楼207

9:50-12:10

10/21/2015

(Wed.)

Ø  Online Identification (real-time capable algorithms)

研究生教学楼407

18:00-20:00

10/22/2015

(Thur.)

Ø  Experiment Design (considerations for designing a flight-test)

Ø  Model Validation (validating a model)

研究生教学楼206

18:00-20:00