We focus on the design of Causal system
필터 디자인 시 0 없도록 만드는 게 중요하다 for Invertible system
Filtering이 convolution아니면 안되는 것
Signal filters
Signal filter notion
Filter (signal processing)
In signal processing, a filter is a device or process that removes some unwanted components or features from a signal. Filtering is a class of signal processing, the defining feature of filters being the complete or partial suppression of some aspect of the signal. Most often, this means removing some frequencies or frequency bands. However, filters do not exclusively act in the frequency domain; especially in the field of image processing many other targets for filtering exist. Correlations can be removed for certain frequency components and not for others without having to act in the frequency domain. Filters are widely used in electronics and telecommunication, in radio, television, audio recording, radar, control systems, music synthesis, image processing, computer graphics, and structural dynamics.
https://en.wikipedia.org/wiki/Filter_(signal_processing)

Seonglae Cho