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MAE 591 Ramdom data

 ڿ Random data Դϴ.

Fall Semester, 2003 Handouts & Homeworks

  MAE 591 Random data

 

Instructor

Prof. Youngjin Park ( Rm 4111 Tel: 3036 )

Lecture Wed. & Fri. 9:00~10:20 a.m.
Room Rm 1501, Me Building
Grading

Homework(problem assignments)

10%

Homework(projects)

20%

Mid-term

30%

Final 

40%

Homework

 Approximately ten homework sets, consisting of five problem assignments and five projects, will be given. Late homeworks will not be accepted.

Examinations

 There will be a mid-term exam and a final. Failure to take an exam

will not be accepted.

Text

 

J. S. Bendat and A. G. Piersol, Random data: Analysis and

Measurement Procedures, 3rd ed., John Wiley & Sons, 2000

References

J. S. Bendat and A. G. Piersol, Engineering Applications

of Correlation and Spectral Analysis, 2nd ed., John Wiley

& Sons, 1993

                       

D. E. Newland, An Introduction to Random Vibrations,

Spectral & Wavelet Analysis, 3rd ed., Longman Scientific

& Technical, 1993

                   

 J. S. Bendat, Nonlinear Systems Techniques and

Applications, John Wiley & Sons, 1998

 

 S. Nakamura, Numerical Analysis and Graphical

Visualization with MATLAB, Prentice Hall Inc, 1996

                        

 NOVIC, MSA-MODAL User's Manual, V.3.0, KAIST, 1990

Lecture 

Schedule

 

Week

No

Date

Content

1

 1

 9/3(W)

 Terminology

 2

 9/5(F)

 Averages, Fourier Series/Transform

2

 

 9/10(W)

 Holiday

 

 9/12(F)

  "

3

 3

 9/17(W)

 Discrete FT, Impulse Response

 4

 9/19(F)

 FRF, Probability Distribution

4

 5

 9/24(W)

 Stochastic Proc, Central Limit Thm

 6

 9/26(F)

 Normal Dist, PDF Est, Correlation

5

 7

 10/1(W)

 Spectral Density Function

 

 10/3(F)

 The National Foundation Day

6

 8

 10/8(W)

 Band-limited White Noise*

 9

 10/10(F)

 Data Acquisition/Processing

7

 10

 10/15(W)

 Data Qualification

 11

 10/17(F)

 FFT(Complex FFT), Correlation Est.

8

 

 10/22(W)

 7:00~10:00 p.m. Mid-term

 12

 10/24(F)

 Digital Filter

9

 13

 10/29(W)

 Decimation, Zoom Transform

 14

 10/31(F)

 Window Function

10

 15

 11/5(W)

 Overlapping /Averaging, SISO

 16

 11/7(F)

 Coherence

11

 17

 11/12(W)

 System ID

 18

 11/14(F)

 SIMO

12

 19

 11/18(W)

 MISO

 20

 11/21(F)

 Conditioned Spectrum, MCOH

13

 21

 11/26(W)

 PCOH, Energy Source ID

 22

 11/28(F)

 Nonlinear System Analysis

14

 23

 12/3(W)

 Nonlinear System Analysis

 24

 12/5(F)

 Wavelet

15

 25

 12/10(W)

 Complex Data Analysis

 26

 12/12(F)

 Hilbert Transform, Cepstrum

16

 

 12/17(W)

 7:00~10:00 p.m. Final

 

       *Narrow-band process was not discussed in detail.