First-Order Digital Filter Design
This Demonstration considers the design of a first-order digital filter. Multiple perspectives of the system are shown, including the placement of poles and zeros, a 3D plot of the transfer function in the domain with a highlighted unit circle, and the filter's magnitude and phase responses. The relationship between the locations of the pole or zero, the frequency response and the 3D plot are also shown. The transfer function is presented in its general form, along with the corresponding difference equation for the given placement of the pole and zero. You can change the positions of the poles and zeros to see how they affect lowpass and highpass digital filters.
Linear time-invariant (LTI) discrete-time systems are commonly described from different perspectives, including a difference equation and a transfer function , where is a complex variable. The frequency response of the system can be obtained by evaluating on the unit circle. To visualize this, a 3D plot of is shown, with the unit circle highlighted. The locations of the poles and zeros are essential in characterizing , providing insight into the behavior of the system.
The difference equation is given by
This Demonstration focuses on a specific scenario where the pole is positioned within the unit circle. This configuration ensures a bounded-input, bounded-output (BIBO) stable system. Showcasing different descriptions and representations leads to a better understanding of the performance and design of a first-order discrete-time system. You can vary the locations of the pole and zero to show how a first-order system can be used as a lowpass or highpass filter.
 F. T. Ulaby and A. E. Yagel, Signals and Systems: Theory and Applications, Michigan Publishing, 2018. (Jul 21, 2023) ss2.eecs.umich.edu.