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SmartDATA Lab

  • Research
  • The Team
  • Code & Resources
  • Publications
  • Contact

Education

August 18, 2026August 18, 2026Education, Foundations of Digital Signal Processing

Discrete-Time Convolution Demo

Disclaimer: This was built with the help of ClaudeAI as an educational tool for Foundations of Digital Signal Processing Discrete-Time Convolution Demo […]

August 18, 2026August 18, 2026Education, Foundations of Digital Signal Processing

Continuous-Time Convolution Interactive Demo

Disclaimer: This was built with the help of ClaudeAI as an educational tool for Foundations of Digital Signal Processing Convolution Interactive Demo […]

August 17, 2026August 17, 2026Education, Foundations of Digital Signal Processing, Uncategorized

Sampling

Sampling: Continuous-to-discrete What is Sampling? Sampling is the process of converting a continuous-time signal into a discrete time signal. Sampling is accomplished by […]

August 17, 2026August 17, 2026Education, Foundations of Digital Signal Processing, Uncategorized

Filter Properties

Filter Properties and their Pole-Zero Plots The transfer function represents a characteristic of a linear, time-invariant system (or filter). We can determine […]

August 17, 2026August 17, 2026Education, Foundations of Digital Signal Processing, Uncategorized

Frequency Selective Filters

Filter Types from Poles and Zeros In general, the poles and zeros relate to the frequency response in that the angle (in […]

August 17, 2026August 17, 2026Education, Foundations of Digital Signal Processing, Uncategorized

The Fourier Transform Properties

The following tables illustrate the Fourier transform properties. Notice a close similarity between the each of the different transforms. Continuous-Time Fourier Series […]

August 17, 2026August 17, 2026Education, Foundations of Digital Signal Processing, Uncategorized

Poles and Zeros / Causality / Stability

Stability and Feedback Stability A system is asymptotically stable if the region of convergence includes the unit circle. As a result, a […]

August 16, 2026August 17, 2026Education, Foundations of Digital Signal Processing, Uncategorized

Inverse Z-Transform

Motivation One of the challenges with Z-transform is that that inverse is not unique. A single z-transform representation can correspond have multiple […]

August 16, 2026August 17, 2026Education, Foundations of Digital Signal Processing, Uncategorized

Z-Transform

Motivation We previously demonstrated that we can express any linear, time-invariant system with convolution or as difference equations. Yet, these representations can […]

August 16, 2026August 17, 2026Education, Foundations of Digital Signal Processing, Uncategorized

The Discrete-Time Fourier Transform

Discrete-Time Energy Signals For the discrete-time Fourier transform, we can express any discrete-time, energy (aperiodic) signal as a continuous summation (i.e., an integral) of […]

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