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EE 112
Introduction to Signal Processing from Data
9 units (3-0-6)  | second term
Prerequisites: EE 111 or equivalent.

The course focuses on fundamentals of digital signal processing.  Fast algorithms for convolution and Fourier transformation, design of recursive and non-recursive digital filters, efficient computational graph representations for filters, data-adaptive filtering, multirate signal processing, theory of filter banks, efficient data representations with filter banks, connection to wavelet representations,  sub-Nyquist sampling, transform coding,   subband coding,  quantization for data compression, and optimal subband/transform coders. Offered alternate years; not offered 2026-27.

Instructor: Vaidyanathan