LSTM‐based post‐processing for noise reduction in SVD‐based particulate matter digital twinning on lightweight embedded devices
Abstract Among various applications of digital twins, measuring particulate matter in the context of air pollution has become increasingly important due to growing interest in atmospheric environments. By obtaining particle count values from analogue‐to‐digital converter raw data through photodiode...
Main Authors: | Seungmin Lee, Daejin Park |
---|---|
Format: | Article |
Language: | English |
Published: |
Wiley
2024-02-01
|
Series: | Electronics Letters |
Subjects: | |
Online Access: | https://doi.org/10.1049/ell2.13132 |
Similar Items
-
Efficient Template Cluster Generation for Real-Time Abnormal Beat Detection in Lightweight Embedded ECG Acquisition Devices
by: Seungmin Lee, et al.
Published: (2021-01-01) -
Advanced Real-Time Dynamic Programming in the Polygonal Approximation of ECG Signals for a Lightweight Embedded Device
by: Seungmin Lee, et al.
Published: (2019-01-01) -
THE QUALITY COMPARSION OF SVD AND DCT BASED IMAGE COMPERSSION METHODS FOR EMBEDDED DEVICES
by: Martin Dobrovolný
Published: (2011-12-01) -
Random noise reduction using SVD in the frequency domain
by: Baotong Liu, et al.
Published: (2020-06-01) -
A Study of Fault Signal Noise Reduction Based on Improved CEEMDAN-SVD
by: Sixia Zhao, et al.
Published: (2023-09-01)