Noise suppression of infrared thermal imaging of rocket exhaust plume using SPOD

The environmental noise have a negative influence on the quality of infrared thermal imaging of the rocket exhaust plume. In this study, the noise data of the unsteady rocket exhaust plume flow field was simulated using Gaussian white noise, and the infrared thermal image of the plume was numerically calculated using the narrow band method (SNB) and the line of sight (LOS) method. The denoising of infrared thermal imaging was achieved through the spectral proper orthogonal decomposition (SPOD) inversion method. Results indicate that Gaussian white noise leads to larger infrared thermal image residuals in the intrinsic core of the plume compared to the mixed regions. The infrared thermal image in the 2.7 μm band is greatly affected by the noise with an average error of 21.1%, and the average error in the 4.3 μm band is 17.6%. After SPOD denoising, the error of the plume infrared thermal image is reduced by more than 50%.

Authors

Institutions

Publication Details

Journal
Frontiers in Physics
Published
2024-10-16
DOI
https://doi.org/10.3389/fphy.2024.1492793
Citations
1
Primary Topic
Radiative Heat Transfer Studies
Type
article
Field-Weighted Citation Impact
0.37

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Noise suppression of infrared thermal imaging of rocket exhaust plume using SPOD

Ao Sun, Qinglin Niu, Debin Fu
1 citations
Frontiers in Physics
Radiative Heat Transfer Studies
0.37
article

Noise suppression of infrared thermal imaging of rocket exhaust plume using SPOD

Ao Sun, Qinglin Niu, Debin Fu
article en
1 citations

Abstract

The environmental noise have a negative influence on the quality of infrared thermal imaging of the rocket exhaust plume. In this study, the noise data of the unsteady rocket exhaust plume flow field was simulated using Gaussian white noise, and the infrared thermal image of the plume was numerically calculated using the narrow band method (SNB) and the line of sight (LOS) method. The denoising of infrared thermal imaging was achieved through the spectral proper orthogonal decomposition (SPOD) inversion method. Results indicate that Gaussian white noise leads to larger infrared thermal image residuals in the intrinsic core of the plume compared to the mixed regions. The infrared thermal image in the 2.7 μm band is greatly affected by the noise with an average error of 21.1%, and the average error in the 4.3 μm band is 17.6%. After SPOD denoising, the error of the plume infrared thermal image is reduced by more than 50%.

Frontiers in PhysicsVol. 12
Beijing Institute of Technology (CN), North University of China (CN)
National Natural Science Foundation of China
Life in Land
Openalex Percentile: Top 42%
Radiative Heat Transfer Studies
0.37
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Noise suppression of infrared thermal imaging of rocket exhaust plume using SPOD — Ao Sun, Qinglin Niu, et al. · Frontiers in Physics (2024) | TGRS Research Map | TGRS