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ELEC_ENG 418: Advanced Digital Signal Processing

Quarter Offered

Spring : 1-1:50 MWF ; Butz

Prerequisites

ELEC_ENG 359 or equivalent.

Description

Selected topics in digital signal processing such as digital speech processing, multidimensional digital signal processing, spectrum estimation, space-filling curves, and error analysis.

REQUIRED TEXT: None

REFERENCE TEXTS:
Wai-Kai Chen. (1995). The Circuits and Filters Handbook, CRC Press. ISBN-13: 978-0849383410
Gilbert Strang and Truong Nguyen. (1996). Wavelets and Filter Banks, 2nd Edition. Wellesley-Cambridge Press. ISBN-13: 978-0961408879

COURSE DIRECTOR: Prof. Arthur Butz

COURSE GOALS: Basics of multirate DSP. Wavelets and multiresolution analysis and their interpretation and use.

PREREQUISITES BY COURSES: ELEC_ENG 359 or equivalent.

PREREQUISITES BY TOPIC: Digital Signal Processing

DETAILED COURSE TOPICS:

  • Multirate DSP
  • Wavelet theory
  • Wavelets in software
  • Applications of wavelets

COMPUTER USAGE: Matlab is used to generate and process wavelet transforms.

LABORATORY PROJECTS: See Computer Usage .

GRADES:

  • Homework – 25%
  • Exams – 75%

COURSE OBJECTIVES: When a student completes this course, s/he should be able to:

•  Analyze multirate DSP systems.

•  Determine coefficients for perfect reproduction filter banks and wavelets.

•  Choose parameters to take a wavelet transform, and interpret and process the result.