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Digital Signal Processing Basics

What Will Learn?

  • Course Aims
    • Provide students with background in digital signal processing and the different techniques used to analyze discrete time signals and to design of discrete time systems such as digital filters. • Develop the ability of students to apply Z transform and DFT in different usage scenarios. • Provide the students with the practical experience by applying some of the topics learned using computer simulations.
  • Course Goals
  • Quality Education
  • Affordable and Clean Energy
  • Industry, Innovation and Infrastructure

Requirements

ECE251s

Description

  • English Description

    Introduction to digital signal processing. The Z-transform and its properties. The Discrete-Fourier Transform (DFT) and its properties. Circular convolution and block convolution. The Fast Fourier Transform (FFT). Digital filters. FIR filter design. IIR filter design. Multirate signal processing. Applications in communication systems and audio/image processing
  • Arabic Description

    Introduction to digital signal processing. The Z-transform and its properties. The Discrete-Fourier Transform (DFT) and its properties. Circular convolution and block convolution. The Fast Fourier Transform (FFT). Digital filters. FIR filter design. IIR filter design. Multirate signal processing. Applications in communication systems and audio/image processing
  • Department
    Electronics and Communications Engineering
  • Credit Hours
    2
  • Grades
    Total ( 100 ) = Midterm (20) + tr.Student Activities (20 = tr.Industry 0% , tr.Project 0% , tr.Self_learning 0% , tr.Seminar 20% ) + tr.Oral/Practical (10) + Exam Grade (50)
  • Hours
    Lecture Hours: 2, Tutorial Hours: 0, Lab Hours: 1
  • Required SWL
    100
  • Equivalent ECTS
    4
  • 1.) Manolakis Dimitris G. and Vinay K. Ingle. Applied digital signal processing theory and practice. Cambridge university press 2011.
  • 2.) Holton Thomas. Digital signal processing Principles and applications. Cambridge University Press 2021.
  • 3.) Tan Lizhe and Jean Jiang. Digital signal processing fundamentals and applications. Academic Press 2018. - Simon Haykin “Communication Systems”, 6th Edition 2018 - Simon Haykin “Communication Systems”, 6th Edition 2018.