Introduction: Packaging developments like QFP64 and BGA64, coupled with 24-bit 64ksps ADC ICs, enhance signal fidelity and integration in compact, high-efficiency biopotential circuits. When engineers face recurring problems including abnormal signal noise, constrained channel integration