Introduction: PCBs are critical supports for electronic components, impacting system reliability and compatibility. As technology advanced, higher clock frequencies necessitated careful consideration of signal line characteristics to ensure robust signal integrity in embedded systems. Signal Integrity: Ensuring waveform fidelity and timing accuracy amidst challenges like impedance mismatches, spectral dispersion, and noise, particularly prevalent in high-speed digital circuits.