SlideShare a Scribd company logo
1 of 18
Digital Signal
Processing
DSP
Dr. Noura ali
EEC 225
MTE 241
Week 3 lec 3
3. Unit parabolic sequence
• The discrete-time unit parabolic sequence p(n) is defined as:
• P(n) =
𝑛2
2
u(n)
• The shifted version of the discrete-time unit parabolic sequence p(n – k) is
defined as:
Graphical representation
4. Unit impulse sequence (unit sample
sequence)
• The discrete-time unit impulse function 𝛿(n), also called unit sample
sequence, is defined as:
• It is zero everywhere, except at n = 0, where its value is unity. It is the most widely used elementary
signal used for the analysis of signals and systems.
• The shifted unit impulse function 𝛿(n – k) is defined as:
Graphical representation
• Properties
Relation between unit impulse sequence and
unit step sequence
• 1- 𝑈 𝑛 = 𝑚=0
𝑛
𝛿(𝑚)
• 2- 𝛿 𝑛 = U(n) – U(n-1)
5. Sinusoidal sequence
• The discrete-time sinusoidal sequence is given by:
• X(n) = A sin (𝝎n+∅)
• where A is the amplitude, 𝝎 is angular frequency, ∅ is phase angle in radians and n
is an integer.
• The period of the discrete-time sinusoidal sequence is: (N =
𝟐𝝅
𝝎
*m) , where m is
integer
•  All continuous-time sinusoidal signals (sin wt) are periodic, but discrete-time
sinusoidal (sin wn) sequences may or may not be periodic depending on the value of
ω
•  For a discrete-time signal to be periodic, the angular frequency ω must be a
rational multiple of 2.
Graphical representation
comparison
6. Real exponential sequence
• The discrete-time real exponential sequence 𝑎𝑛is defined as:
• X(n) = 𝒂𝒏 for all n
• When a > 1, the sequence grows exponentially ,
• When 0 < a < 1, the sequence decays exponentially
• When a < 0, the sequence takes alternating signs
7. Complex exponential sequence
• The discrete-time complex exponential sequence is
defined as:
• X(n) = 𝒂𝒏 𝒆(𝒋 𝝎𝟎 𝒏+ ∅)
•= 𝒂𝒏
cos (𝝎𝟎 𝒏 + ∅) +j 𝒂𝒏
sin(𝝎𝟎 𝒏 + ∅)
Graphical representation
• 1-For |a| = 1, the real and imaginary parts of complex exponential sequence are sinusoidal.
• For |a| > 1, the amplitude of the sinusoidal sequence exponentially grows
• For |a| < 1, the amplitude of the sinusoidal sequence exponentially decays
Examples: find the summation?
• X1(n) = 𝑛=−∞
∞
𝑒3𝑛
𝛿(𝑛 − 3)
X2(n) = 𝑛=−∞
∞ 𝛿(𝑛 − 2) cos(3n)
X3(n) = 𝑛=−∞
∞
𝑛2
𝛿(𝑛 + 4)
X4(n) = 𝑛=−∞
∞
𝑒𝑛2
𝛿(𝑛 − 2)
X5(n) = 𝑛=0
∞
4𝑛
𝛿(𝑛 + 1)
• Thank you

More Related Content

Similar to week3.pptx

Slide Handouts with Notes
Slide Handouts with NotesSlide Handouts with Notes
Slide Handouts with Notes
Leon Nguyen
 
Convolution discrete and continuous time-difference equaion and system proper...
Convolution discrete and continuous time-difference equaion and system proper...Convolution discrete and continuous time-difference equaion and system proper...
Convolution discrete and continuous time-difference equaion and system proper...
Vinod Sharma
 
Lecture 2 Signals & Systems.pdf
Lecture 2  Signals & Systems.pdfLecture 2  Signals & Systems.pdf
Lecture 2 Signals & Systems.pdf
Omiya4
 

Similar to week3.pptx (20)

Slide Handouts with Notes
Slide Handouts with NotesSlide Handouts with Notes
Slide Handouts with Notes
 
Fourier analysis of signals and systems
Fourier analysis of signals and systemsFourier analysis of signals and systems
Fourier analysis of signals and systems
 
Circular convolution
Circular convolutionCircular convolution
Circular convolution
 
Convolution discrete and continuous time-difference equaion and system proper...
Convolution discrete and continuous time-difference equaion and system proper...Convolution discrete and continuous time-difference equaion and system proper...
Convolution discrete and continuous time-difference equaion and system proper...
 
Digital image processing fundamental explanation
Digital image processing fundamental explanationDigital image processing fundamental explanation
Digital image processing fundamental explanation
 
3.Properties of signals
3.Properties of signals3.Properties of signals
3.Properties of signals
 
signals and system
signals and systemsignals and system
signals and system
 
Section9 stochastic
Section9 stochasticSection9 stochastic
Section9 stochastic
 
IARE_DSP_PPT.pptx
IARE_DSP_PPT.pptxIARE_DSP_PPT.pptx
IARE_DSP_PPT.pptx
 
Formulas statistics
Formulas statisticsFormulas statistics
Formulas statistics
 
Lec11.ppt
Lec11.pptLec11.ppt
Lec11.ppt
 
Digital signal processing on arm new
Digital signal processing on arm newDigital signal processing on arm new
Digital signal processing on arm new
 
Schelkunoff Polynomial Method for Antenna Synthesis
Schelkunoff Polynomial Method for Antenna SynthesisSchelkunoff Polynomial Method for Antenna Synthesis
Schelkunoff Polynomial Method for Antenna Synthesis
 
z transforms
z transformsz transforms
z transforms
 
2. signal & systems beyonds
2. signal & systems  beyonds2. signal & systems  beyonds
2. signal & systems beyonds
 
Digital Signal Processing[ECEG-3171]-Ch1_L02
Digital Signal Processing[ECEG-3171]-Ch1_L02Digital Signal Processing[ECEG-3171]-Ch1_L02
Digital Signal Processing[ECEG-3171]-Ch1_L02
 
Digital signal processing part2
Digital signal processing part2Digital signal processing part2
Digital signal processing part2
 
Lecture 2 Signals & Systems.pdf
Lecture 2  Signals & Systems.pdfLecture 2  Signals & Systems.pdf
Lecture 2 Signals & Systems.pdf
 
DISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transforms
DISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transformsDISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transforms
DISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transforms
 
Dsp2
Dsp2Dsp2
Dsp2
 

Recently uploaded

AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
ankushspencer015
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Dr.Costas Sachpazis
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Christo Ananth
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
dharasingh5698
 

Recently uploaded (20)

(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
 
Glass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesGlass Ceramics: Processing and Properties
Glass Ceramics: Processing and Properties
 
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptxBSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
 
Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)Java Programming :Event Handling(Types of Events)
Java Programming :Event Handling(Types of Events)
 
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
 
Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024
 

week3.pptx

  • 1. Digital Signal Processing DSP Dr. Noura ali EEC 225 MTE 241 Week 3 lec 3
  • 2. 3. Unit parabolic sequence • The discrete-time unit parabolic sequence p(n) is defined as: • P(n) = 𝑛2 2 u(n) • The shifted version of the discrete-time unit parabolic sequence p(n – k) is defined as:
  • 4. 4. Unit impulse sequence (unit sample sequence) • The discrete-time unit impulse function 𝛿(n), also called unit sample sequence, is defined as: • It is zero everywhere, except at n = 0, where its value is unity. It is the most widely used elementary signal used for the analysis of signals and systems. • The shifted unit impulse function 𝛿(n – k) is defined as:
  • 6. Relation between unit impulse sequence and unit step sequence • 1- 𝑈 𝑛 = 𝑚=0 𝑛 𝛿(𝑚) • 2- 𝛿 𝑛 = U(n) – U(n-1)
  • 7. 5. Sinusoidal sequence • The discrete-time sinusoidal sequence is given by: • X(n) = A sin (𝝎n+∅) • where A is the amplitude, 𝝎 is angular frequency, ∅ is phase angle in radians and n is an integer. • The period of the discrete-time sinusoidal sequence is: (N = 𝟐𝝅 𝝎 *m) , where m is integer •  All continuous-time sinusoidal signals (sin wt) are periodic, but discrete-time sinusoidal (sin wn) sequences may or may not be periodic depending on the value of ω •  For a discrete-time signal to be periodic, the angular frequency ω must be a rational multiple of 2.
  • 10. 6. Real exponential sequence • The discrete-time real exponential sequence 𝑎𝑛is defined as: • X(n) = 𝒂𝒏 for all n • When a > 1, the sequence grows exponentially , • When 0 < a < 1, the sequence decays exponentially • When a < 0, the sequence takes alternating signs
  • 11. 7. Complex exponential sequence • The discrete-time complex exponential sequence is defined as: • X(n) = 𝒂𝒏 𝒆(𝒋 𝝎𝟎 𝒏+ ∅) •= 𝒂𝒏 cos (𝝎𝟎 𝒏 + ∅) +j 𝒂𝒏 sin(𝝎𝟎 𝒏 + ∅)
  • 12. Graphical representation • 1-For |a| = 1, the real and imaginary parts of complex exponential sequence are sinusoidal. • For |a| > 1, the amplitude of the sinusoidal sequence exponentially grows • For |a| < 1, the amplitude of the sinusoidal sequence exponentially decays
  • 13. Examples: find the summation? • X1(n) = 𝑛=−∞ ∞ 𝑒3𝑛 𝛿(𝑛 − 3)
  • 14. X2(n) = 𝑛=−∞ ∞ 𝛿(𝑛 − 2) cos(3n)