Spatial Localization of Electromagnetic Radiation Sources by Cascade Neural Network Model with Noise Reduction

Spatial Localization of Electromagnetic Radiation Sources by Cascade Neural Network Model with Noise Reduction

In this paper, the Direction of Arrival - DoA estimation for two mobile sources was performed by using the Single Multilayer Perceptron (MLP) neural network model (SMLP-DoA) and the Cascade MLP model(CMLP). The latter model consists of two neural networks connected in a cascade where the outputs of...

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Bibliographic Details
Main Authors: M. Ilic, Z. Stankovic, N. Males-Ilic
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2023-09-01
Series:Radioengineering
Subjects:
the direction of arriva (doa) estimation
artificial neural networks
multilayer perceptron (mlp)
single mlp
cascade mlp
rootmusic algorithm
Online Access:https://www.radioeng.cz/fulltexts/2023/23_03_0381_0390.pdf

Internet

https://www.radioeng.cz/fulltexts/2023/23_03_0381_0390.pdf

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