“…While in broadband material characterization, the higher order modes have also been considered in the metal waveguide cavity [9]. Also, in [10], the conventional cavity perturbation method is modified to be suitable for the higher order modes and the measurement is done in the TE 1,0,5 , TE 1,0,7 , TE 1,0,9 , and TE 1,0,11 . Furthermore, back propagation artificial neural networks are also utilized for obtaining the complex permittivity [11, 12].…”