ECE Course Outline
Applications of Digital Signal Processing (3-3-4)
- ECE4270** Prerequisites indicated with an asterisk may be taken concurrently with ECE4271
- Catalog Description
- Applications of DSP in speech, image processing, radar, pattern recognition, and adaptive filtering requiring working software implementations applied to the analysis of real signals.
- No Textbook Specified.
- Topical Outline
Speech Processing Models for Speech Signals Time-Domain Speech Processing Short-Time Fourier Analysis Design of Speech Coders Man-Machine Communication Radar and Sonar Signal Processing General Description of System Components Range Determination, Pulse Compression Velocity Measurement, Doppler Radars Angle-of-Arrival Determination Image Processing Multidimensional Filters and Transforms Image Models Image Compression Image Enhancement and Restoration Image Segmentation Adaptive Filters and Signal Modeling Wiener (Stochastic) Filtering LMS Algorithm Adaptive Equalization, Adaptive Arrays Design of Adaptive Echo Cancellers Pattern Recognition Statistical classifiers Clustering Training and testing Feature extraction Neural network classifiers
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