Signal Filtering Processing and Frequency Analysis

Generate a continuous signal containing low, medium, and high frequency components, perform sampling and spectral analysis, design three types of filters (high-pass, low-pass, band-pass) for signal filtering, and observe the frequency spectrum of filtered signals with implementation guidance using signal processing libraries.