Academics / Courses / DescriptionsELEC_ENG 418: Advanced Digital Signal Processing
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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.