Title

DFT-ANN database

Description

A set of data usable to train an ANN in order to find correction terms for different DFT amplitudes.
To generate more training data or data to test the network you can use the "Data generator". First generate signals with different parameters (number of samples, sampling frequency, amplitude, phase, frequency etc.) Afterward use "Python_DFT - SINC OK" to find the DFT amplitudes and the correction term.

Subject

Signal Processing | Structural Health Monitoring

Creator

Gillich, Gilbert-Rainer; Tufisi, Cristian

Contributor

Babeș-Bolyai University

Publisher

Babeș-Bolyai University (Digital Commons Data, DCD-UBB)

Date

2022

Identifier

DOI: https://doi.org/10.17632/vpzvgdtjk2

Type

Dataset

Source

https://opendata.openscience.ubbcluj.ro/datasets/vpzvgdtjk2

Rights

Open access; Creative Commons Attribution 4.0 International (https://creativecommons.org/licenses/by/4.0/legalcode)

Educational Level

Higher education | research

Interactivity Type

Active