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Introduction to Digital Signal Processing Introduction to Digital Signal ProcessingIntroduction to Digital Signal ProcessingIntroduction to Digital Signal ProcessingIntroduction to Digital Signal Processing

By Prof. G.K. Suraishkumar   |   IIT Madras
Learners enrolled: 55
This course will introduce you to the basics of discrete-time sequences, z-transform, frequency response of discrete-time systems, sampling, and the DFT


INTENDED AUDIENCE    : UG students in ECE/EEE
PREREQUISITES              : Knowledge of Network and Systems


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Summary
Course Status : Completed
Course Type : Core
Language for course content :
Duration : Self Paced
Category :
  • Annual Refresher Programme in Teaching (ARPIT)
Credit Points : 5
Level : Undergraduate

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Course layout

Week 1 :Introduction to discrete-time sequences, operations on the independent variable, elementary signals: unit step
Week 2 :Elementary signals: Dirac delta, exponentials, similarities and differences between CT and DT sinusoids
Week 3 :Introduction to systems and their properties, LTI systems, convolution
Week 4 :Definition of the z-transform, region of convergence, simple examples, DTFT as a special case of the z-transform
Week 5 :Properties of the z-transform
Week 6 :Inverse z-transform
Week 7 :Sequences having DTFT but no z-transform
Week 8 :Response to suddenly applied inputs, response to A cos(ω_0 n+θ). 
Week 9 :Frequency Response of LTI systems with rational transfer function, magnitude response
Week 10:Phase Response 
Week 11:Sampling
Week 12:Discrete Fourier Transform

Books and references

1) A.V. Oppenheim and R.W. Schafer, Discrete-Time Signal Processing, 3rd edition, Pearson Education, 2010
2) John Proakis and Dimitris Manolakis, Digital Signal Processing, 4th edition, Pearson Education, 2007
3) Sanjit Mitra, Digital Signal Processing, 4th edition, McGraw-Hill, 2011

Instructor bio

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Course certificate

COURSE CERTIFICATE
•The course is free to enroll and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by us in person at any of the designated exam centres.
•The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
•Date and Time of Exams:
•Registration url: Announcements will be made when the registration form is open for registrations.
• The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published. If there are any changes, it will be mentioned then.
•Please check the form for more details on the cities where the exams will be held, the conditions you agree to when you fill the form etc.

 CRITERIA TO GET A CERTIFICATE:
• Average assignment score = 25% of average of best 8 assignments out of the total 12 assignments given in the course.
• Exam score = 75% of the proctored certification exam score out of 100
•Final score = Average assignment score + Exam score

 YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75.
•If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.
• Certificate will have your name, photograph and the score in the final exam with the breakup.It will have the logos of NPTEL and IIT Bombay. It will be e-verifiable at nptel.ac.in/noc
•Only the e-certificate will be made available. Hard copies will not be dispatched.
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