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Last updated:

September 25, 2023

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This course includes:

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Description

EE123: Digital Signal Processing (Spring 2015, UC Berkeley). Instructor: Professor Shimon Michael Lustig.

Digital Signal Processing - Discrete time signals and systems: Fourier and Z transforms, DFT, 2-dimensional versions. Digital signal processing topics: flow graphs, realizations, FFT, chirp-Z algorithms, Hilbert transform relations, quantization effects, linear prediction. Digital filter design methods: windowing, frequency sampling, S-to-Z methods, frequency-transformation methods, optimization methods, 2-dimensional filter design.

Course Curriculum

  • Lecture 01 – Introduction Unlimited
  • Lecture 02 – Discrete Time Systems Unlimited
  • Lecture 03 – Discrete-time Fourier Transform Unlimited
  • Lecture 04 – Discrete-time Fourier Transform (cont.), z-Transform Unlimited
  • Lecture 05 – Discrete Fourier Transform Unlimited
  • Lecture 06 – Properties of Discrete Fourier Transform Unlimited
  • Lecture 07 – Block Convolution, Overlap and Add, Fast Fourier Transform Unlimited
  • Lecture 08 – Spectral Analysis Unlimited
  • Lecture 09 – Spectral Analysis using DFT Unlimited
  • Lecture 10 – Time-Dependent Fourier Transform Unlimited
  • Lecture 11 – Time-Frequency, Lab I & II Unlimited
  • Lecture 12 – Introduction to Wavelets Unlimited
  • Lecture 13 – Discrete-Time Wavelets Unlimited
  • Lecture 14 – Sampling Unlimited
  • Lecture 15 – Sampling (cont.) Unlimited
  • Lecture 16 – Resampling Unlimited
  • Lecture 17 – Lab III and Polyphase Filters Unlimited
  • Lecture 18 – Filter Banks Unlimited
  • Lecture 19 – Practical DAC/ADC Unlimited
  • Lecture 20 – 2D Signals and 2D Fourier Transform Unlimited
  • Lecture 21 – Tomography Unlimited
  • Lecture 22 – Lab 4: Frequency Calibration using GSM Compressed Sensing Unlimited
  • Lecture 23 – Compressed Sensing Unlimited
  • Lecture 24 – Compressed Sensing (cont.) Unlimited
  • Lecture 25 – Filter Design: FIR Filter Design Unlimited
  • Lecture 26 – Optimal Filter Design (No Audio for first 18 minutes) Unlimited
  • Lecture 27 – Transform Analysis of LTI Systems Unlimited
  • Lecture 28 – Phase Response of LTI systems Unlimited
  • Lecture 29 – Phase Response: All-Pass and Minimum Phase Unlimited
  • Lecture 30 – Lab 6 and Generalized Linear Phase Unlimited
  • Lecture 31 – Generalized Linear Phase Systems Unlimited
  • Lecture 32 – Lab 6B Unlimited
  • Lecture 33 – Node-Pore Sensing Unlimited
  • Lecture 34 – How Signal Processing Changes Optical Imaging Unlimited
  • Lecture 35 – Review Unlimited
  • Lecture 36 – Hacking the Wireless World with Software Defined Radios Unlimited

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