“…In literature, for waveguide based methods, most of the work focuses primarily on resonant techniques, such as ridgegap waveguides, whispering gallery modes, photonic crystal resonators, filter based waveguide methods, and waveguide slot antenna based sensors [4,5,6,7,8]. These methods are all inherently narrowband and hence limit extraction of permittivity to a single frequency.…”