Signals and Systems - University at Buffalo Documents/Lec_A1.pdf · EE 205 6 CT Signals:...

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Signals and

Systems

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Lecture 1

Basic Continuous-Time

Signals

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CT Signals: Rectangular Pulse

Centered rectangular (square) pulse with

time duration

General rectangular pulse centered at

)()2

()2

()(

ttututp

)()2

()2

()( 000

ttttuttutp

0t

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)(

t

t2

2

)( 0

tt

t2

0

t

20

t

0t

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)3()(cos)( tututtx

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Energy Signals

Signal is an energy signal if

Example: One-sided exponential signal

)(tx

dttxxE )(2

)()exp()( tuttx

2

10|

2

)2exp(

0

)2exp(

tdttxE

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Power Signals

Energy of power signals is infinite

Average power over an interval is

Periodic signals are power signals

2

1

)(2

12

1T

T

dttxTT

xP

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Lecture 2

Linear Transformation

of Time

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Time Transformation:

1. Shifting (Delay)

Time-shifted transform of signal by

time constant is

Example: One-sided exponential signal

)()(0ttxty

)(tx

0t

)()exp()( tuttx

)()](exp[)(00ttuttty

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Time Transformation:

2a. Positive Scaling

Time-scaled transform of signal by

a constant is

Example: Rectangular pulse

)()( atxty

)(tx0a

)()(

ttx

)/

()()(a

tatty

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)(tx

1:)( aty

t

t

t

1:)( aty

2

a2

2

a2

a2

a2

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Time Transformation:

2b. Negative Scaling

Time-scaled transform of signal by

a constant is

This results in posiitve scaling and

reflection of the signal

)()( atxty

)(tx0a

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)(tx

1||:)( aty

t

t

t

1||:)( aty

2

||2 a

2

||2 a

||2 a

||2 a

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Time Transformation:

3. Shift and Scaling

Time-scaled then shifted transform of

signal is

Time-shifted then scaled transform of

signal is

)()(0tatxty

)(tx

)()]([)(00

attaxttaxty

)(tx

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t2

2

ta

t2

0

at

20

0t

)(tx

)]([)(0ttaxty

taa

t

20

a

t0

aa

t

20

)()(0tatxty

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Lecture 3

Basic Continuous-Time

Systems

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d

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Input

output

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Input

output

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Lecture 4

Linear Time-Invariant

Systems

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Test for Linearity

a

b

)(1 tx

)(2 tx

)(tx

a

b

)(1 ty

)(2 ty

)(tz

)(ty

System

ABC

System

ABC

System

ABC

)(1 tx

)(2 txSystem ABC

is linear if

)()( tytz

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)( tx

Test for Time-Invariance

)(tx

)(tz

)(tySystem

ABC

System ABC is

time-invariant if

)()( tytz

System

ABC

Delay

by

Delay

by

)(tx

)( ty

)(tw

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Problem

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Solution

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Lecture 5

Convolution Integral for Linear Time-Invariant

Systems

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Lecture 6

Sinusoidal Signals

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Lecture 7

Periodic Signals and

Fourier Series

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Lecture 8

Output of LTI Systems

for Sinusoidal Inputs

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Lecture 9

Continuous-Time Signals

and Fourier Transform

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Inverse Fourier

Transform

Forward Fourier

Transform

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Lecture 10

Sampling

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