This document describes a study on using RF spectroscopy to measure blood glucose levels. Researchers designed a rectangular measurement cell and used a tracking generator and signal analyzer to collect RF response data from glucose solutions of varying concentrations between 10MHz-4GHz. The results showed variations in absorption levels that correlated with glucose concentration at certain frequencies. The goal is to develop a non-invasive, portable device for glucose monitoring by feeding the RF spectral data into a multivariate analysis model programmed on an FPGA.