I. Introduction
There is an increasing demand for biofilm monitoring for wearables and implantables. Electrochemical Impedance Spectroscopy (EIS) is a popular method of quantitative and qualitative monitoring of biofilm. [1]. The electrical property of an EIS sensor interface can be modeled as a complex impedance shown in Fig. 1(a). When biofilm forms on a sensor, the complex impedance is modified [2]. A small amplitude and variable frequency sinusoid is applied between sensor electrodes. By comparing the amplitude and phase difference between the input signal and its response current, the impedance, thus biofilm formation information is acquired [3].