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Page 1: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms
Page 2: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Objective of LectureIntroduce several nonsinusoidal waveforms

includingImpulse functionStep functionRamp functionConvolutions

Pulse and square waveforms Sawtooth and triangular waveforms

Discuss how to obtain a mathematical equation to describe a convoluted waveform.

Explain what a composite wavefunction is and define fundamental and harmonic frequencies.

Page 3: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Nonsinusoidal WaveformsNot all signals in electrical and computer

engineering are sinusoidal.Most digital systems use square waveforms.

Although at high switching speeds, these waveforms are starting to look trapezoidal.

Most bioelectric signals are nonsinusoidal, many are composite ramp functions.

When a switch is opened or closed, the time required for the signals to return to steady state is accompanied by sinusoidal and nonsinusoidal transients.

Page 4: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Singularity FunctionsAre discontinuous or have discontinuous

derivatives.Also known as switching functions. They are:

Impulse function Unit function Ramp functions

Combinations of these functions can be used to describe complex waveforms. Pulse function Square waveform Triangular waveform Sawtooth waveform

Page 5: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Unit Step Function

)()( oo ttuVtV

0

0

1

)(

0

tt

ttu

tt

o

Page 6: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Unit Impulse FunctionAn impulse function

is the derivative of a unit step function.

1)()( 00

dtttdttto

o

t

t

o

oo

o

tt

tttt

tt

0

)(

0

dt

ttdutt oo

)()(

Page 7: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Unit Ramp Function A unit ramp function is the result of

the integration of a unit step function.

oo

o

o

oo

t

oo

tttt

ttr

tt

ttuttdtttuttr

)(

0

)()()()(

Page 8: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Unit Ramp Function

Slope = 1

r(t-to)

Page 9: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Pulse Waveform

1 --

Page 10: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Convolution of Two Unit Step Functions

)(1)(

)()(

1

1

ttuttu

or

ttuttu

o

o

1 --

Page 11: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Square Waveform

)()(2)(3 21 ttuttuttu o

Page 12: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Sawtooth WaveformThis is a ramp

function that is discontinued at time t = t1. To discontinue a ramp function, the function must be multiplied by a second function that doesn’t disturb the ramp when t< t1, but the result of the multiplication is zero for t ≥ t1.

1 --

Page 13: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Mathematical Formula

)()(1

11

ttuttrtt oo

Sawtooth Waveform is formed by multiplying the Ramp Function times the Unit Step Function

Page 14: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Triangular Waveform

)()(2)(4

211

ttrttrttrtt oo

4 --

if t1 - to = t2 - t1

Page 15: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Composite WaveformsAny nonsinusoidal function can be expressed

as a sum (or composite) of multiple sinusoidal functions. The sinusoids are related as the frequencies of

the sinusoids are integral multiples of some base frequency, known as the fundamental frequency.

The higher frequencies are known as harmonics. For even and odd harmonics, the multiplier is an

even and odd integer, respectively. The multiplier for 2nd and 3rdharmonics is 2 and 3,

respectively.

Page 16: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Infinite Square WaveAn infinite square wave is a weighted sum of

a fundamental sinusoid and its odd harmonics.

T is the period of the square waveform.The fundamental frequency, fo = 1/T.

1

12sin

12

14)(

n T

tn

ntV

Page 17: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

Infinite Square Wave (con’t)Fundamental

2nd harmonic

3rd harmonic

n = 20

T = 1 s, fo = 1Hz

Page 18: Objective of Lecture Introduce several nonsinusoidal waveforms including Impulse function Step function Ramp function Convolutions Pulse and square waveforms

SummarySeveral unit functions were described and

their mathematical functions were given.The convolution of the unit functions can be

used to form more complex functions.Composite waveforms are summations of

sinusoidal waves, which is an alternative method to describe complex functions.