User`s guide
Table Of Contents
- Preface
- Quick Start
- LTI Models
- Introduction
- Creating LTI Models
- LTI Properties
- Model Conversion
- Time Delays
- Simulink Block for LTI Systems
- References
- Operations on LTI Models
- Arrays of LTI Models
- Model Analysis Tools
- The LTI Viewer
- Introduction
- Getting Started Using the LTI Viewer: An Example
- The LTI Viewer Menus
- The Right-Click Menus
- The LTI Viewer Tools Menu
- Simulink LTI Viewer
- Control Design Tools
- The Root Locus Design GUI
- Introduction
- A Servomechanism Example
- Controller Design Using the Root Locus Design GUI
- Additional Root Locus Design GUI Features
- References
- Design Case Studies
- Reliable Computations
- Reference
- Category Tables
- acker
- append
- augstate
- balreal
- bode
- c2d
- canon
- care
- chgunits
- connect
- covar
- ctrb
- ctrbf
- d2c
- d2d
- damp
- dare
- dcgain
- delay2z
- dlqr
- dlyap
- drmodel, drss
- dsort
- dss
- dssdata
- esort
- estim
- evalfr
- feedback
- filt
- frd
- frdata
- freqresp
- gensig
- get
- gram
- hasdelay
- impulse
- initial
- inv
- isct, isdt
- isempty
- isproper
- issiso
- kalman
- kalmd
- lft
- lqgreg
- lqr
- lqrd
- lqry
- lsim
- ltiview
- lyap
- margin
- minreal
- modred
- ndims
- ngrid
- nichols
- norm
- nyquist
- obsv
- obsvf
- ord2
- pade
- parallel
- place
- pole
- pzmap
- reg
- reshape
- rlocfind
- rlocus
- rltool
- rmodel, rss
- series
- set
- sgrid
- sigma
- size
- sminreal
- ss
- ss2ss
- ssbal
- ssdata
- stack
- step
- tf
- tfdata
- totaldelay
- zero
- zgrid
- zpk
- zpkdata
- Index

3 Operations on LTI Models
3-22
and you get back the original discrete-time system (up to canceling the
pole/zero pair at z=–0.5):
Zero/pole/gain:
(z+0.5)
---------
(z+0.5)^2
Sampling time: 0.1
First-Order Hold
First-order hold (FOH) differs from ZOH by t he underlying hold mechanism.
To turn the input samples into a continuous input , FOH uses linear
interpolation between samples.
This method i s generally more accurate t han ZOH for systems driven by
smooth inpu ts . D ue t o causality constraints, this opt io n is only a vailable for
c2d conversions, and not d2c conversions.
Note: This FOH method differs from standard causal FOH and is more
appropriately called triangle approximation (see [2], p. 151). It is also known
as ramp-invariant approximation be c ause it is disto r tio n -free f or ra mp inputs.
Tustin Approximation
The Tustin or bilinear approximation uses the approximation
to relate s-domain and z-domain transfer functions. In
c2d conversions, the
discretization of a continuous transfer function is derived by
uk
[]
ut
()
ut() uk[]
tkT
s
–
T
s
------------------
uk 1+[]uk[]–(),+= kT
s
tk1+()T
s
≤≤
ze
sT
s
1 sT
s
2
⁄+
1 sT
s
2⁄–
--------------------------
≈=
H
d
z
()
Hs
()