TY - JOUR
T1 - Optimization-Free Filter and Matched-Filter Design through Spatial and Temporal Soft Switching of the Dielectric Constant
AU - Silbiger, Ohad
AU - Hadad, Yakir
N1 - Publisher Copyright:
© 2023 American Physical Society.
PY - 2023/1/1
Y1 - 2023/1/1
N2 - The problem of inverse design is rooted to the classical problem of inverse scattering. In general, these highly nonlinear and often ill-posed problems are solved via extensive optimization techniques. In this paper, we suggest an optimization-free method for the inverse design of a one-dimensional medium with spatially inhomogeneous dielectric constant µ(z). In addition, we derive the governing equation of an analog problem - a time-dependent homogeneous medium - and use the same technique for inverse design of the temporal profile µ(t) of a spatially homogeneous medium that is required to achieve a desired frequency response in k-space. Lastly, we use this optimization-free inversion approach to demonstrate the design of the reflection response such that the reflected wave undergoes a desired filtering, such as of Tchebychev type, differentiator, and a matched filter for chirp signal detection over additive Gaussian noise, which is of high potential significance in chirp radar and sonar applications.
AB - The problem of inverse design is rooted to the classical problem of inverse scattering. In general, these highly nonlinear and often ill-posed problems are solved via extensive optimization techniques. In this paper, we suggest an optimization-free method for the inverse design of a one-dimensional medium with spatially inhomogeneous dielectric constant µ(z). In addition, we derive the governing equation of an analog problem - a time-dependent homogeneous medium - and use the same technique for inverse design of the temporal profile µ(t) of a spatially homogeneous medium that is required to achieve a desired frequency response in k-space. Lastly, we use this optimization-free inversion approach to demonstrate the design of the reflection response such that the reflected wave undergoes a desired filtering, such as of Tchebychev type, differentiator, and a matched filter for chirp signal detection over additive Gaussian noise, which is of high potential significance in chirp radar and sonar applications.
UR - https://www.scopus.com/pages/publications/85147540082
U2 - 10.1103/PhysRevApplied.19.014047
DO - 10.1103/PhysRevApplied.19.014047
M3 - Article
AN - SCOPUS:85147540082
SN - 2331-7019
VL - 19
JO - Physical Review Applied
JF - Physical Review Applied
IS - 1
M1 - 014047
ER -