Localisation of scattering objects usingneural networks
Date: 2021-05-23
Subject: neural network
localisational problem
scattering problem
inverse problem
szakdolgozat
localisational problem
scattering problem
inverse problem
szakdolgozat
Abstract:
The localisation of multiple scattering objects is performed while using scattered waves. Neural networks are used to estimate the corresponding locations. The training data are constructed while using the simulation package μ-diff in Matlab. A complex locally connected layer is the main compound of the proposed setup. As a result, using a relatively large training data set, the unknown locations of the objects can be estimated effectively.