An advanced course on digital signal processing. Briefly reviews some of the concepts and techniques of digital signals and systems; examines optimal and computer-aided filter design, quantization effects, deconvolution, multirate signal processing, fast algorithms for convolution and the DFT, time-frequency analysis; and introduces adaptive signal processing.

• Brief review of elementary concepts and techniques: sampling, A/D, D/A, analog frequency response of a digital processor, linear-phase systems, and basic methods for design of IIR and FIR filters.
• Optimal FIR and IIR filter and design
• Lattice filter structures
• Introduction to adaptive signal processing
• Quantization effects
• Deconvolution
• Decimation, interpolation, and applications to filtering
• Fast algorithms for convolution and the DFT
• Time frequency analysis

 

Openheim and Schaefer, Discrete-Time Signal Processing, Prentice-Hall, 1989.
Class Notes
 

ECE 310 and ECE 313 or equivalent.

1 unit.