CDS 101/110 - Transfer Functions
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Overview
The learning objectives for this week are:
- Students should be able to construct a transfer function from a state space system
- Students should be able to sketch the frequency response corresponding to a transfer function and label its key features
- Students should understand the concepts of poles and zeros, and their relationship with the eigenvalues of a state space system
Monday: Transfer Functions (Slides, MP3)
This lecture introduces transfer functions as a tool for analyzing feedback systems using frequency response and Bode plots. The lecture uses the example of a spring, mass, damper system to show how transfer functions can be used to compute the frequency response of an interconnected system of components. We also define poles and zeros and indicate how they affect the frequency response of a system. Finally, we introduce the general computations of block diagram algebra.
- Lecture handout
- ambode.m - special version of bode command using powers of 10 for gain (instead of dB)
Wednesday: Bode Plots (Notes, MP3)
This lecture gives will discuss how to construct the frequency response corresponding to a transfer function (Bode plots). We'll cover both the properties of the frequency response as a function of gain, poles and zeros, as well as how to sketch a bode plot for a given transfer function.
Friday: recitation sections
Reading
- K. J. Åström and R. M. Murray,, Princeton University Press, 2008..
- CDS 101: Read sections 8.1-8.4 [45 min]
- CDS 110: Read sections 8.1-8.5 [60 min]
- CDS 210: Review AM08 Ch 8, DFT Ch 2 [60 min]
Homework
- Homework #5 - due 10 Nov 07
FAQ
Monday
- Does pole zero cancellation happen and is it useful?
- What is G and what is H? What is the difference in the way they are defined?
- What is meant/useful about transfer functions between 2 blocks in a block diagram?
Wednesday
Homework
