Anomaly Detection in Satellite Telemetry Data Using a Sparse Feature-Based Method [PDF]
Anomaly detection based on telemetry data is a major issue in satellite health monitoring which can identify unusual or unexpected events, helping to avoid serious accidents and ensure the safety and reliability of operations.
Jiahui He, Zhijun Cheng, Bo Guo
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Comparing acoustic and satellite telemetry: an analysis quantifying the space use of Chelonia mydas in Bimini, Bahamas [PDF]
Passive acoustic and Argos satellite telemetry are common methods for tracking marine species and are often used similarly to quantify space use. However, data-driven comparisons of these methods and their associated ecological inferences are limited. To
Emily E. Hardin +2 more
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Right on track? Performance of satellite telemetry in terrestrial wildlife research. [PDF]
Satellite telemetry is an increasingly utilized technology in wildlife research, and current devices can track individual animal movements at unprecedented spatial and temporal resolutions.
M P G Hofman +117 more
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Deep Clustering-Based Anomaly Detection and Health Monitoring for Satellite Telemetry
Satellite telemetry data plays an ever-important role in both the safety and the reliability of a satellite. These two factors are extremely significant in the field of space systems and space missions.
Muhamed Abdulhadi Obied +4 more
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Integrating Beach Monitoring and Satellite Telemetry to Estimate Loggerhead Clutch Frequency in Brazil [PDF]
Accurate clutch-frequency estimates are essential for assessing population abundance and reproductive output in sea turtles. Traditional nighttime beach-monitoring approaches, however, often underestimate clutch frequency by missing nesting events ...
Paulo Hunold Lara +5 more
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Accurate Satellite Operation Predictions Using Attention-BiLSTM Model with Telemetry Correlation
In satellite health management, anomalies are mostly resolved after an event and are rarely predicted in advance. Thus, trend prediction is critical for avoiding satellite faults, which may affect the accuracy and quality of satellite data and even ...
Yi Peng, Shuze Jia, Lizi Xie, Jian Shang
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Small-Satellite System Fault Diagnosis via a Temporal–Spatial 3D-CNN with Imbalanced-Aware Training [PDF]
Reliable onboard fault detection and diagnosis (FDD) is essential for autonomous small-satellite constellation operations. The satellite telemetry streams are typically high-dimensional, strongly time-correlated, and severely imbalanced.
Bin Wang +4 more
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An Optimization Method for Satellite Data Structure Design Based on Improved Ant Colony Algorithm
The telemetry data structure is the embodiment of satellite telemetry format, the rationality and correctness of which determine the satellite telemetry capacity as well as transmission capability.
Jinchen Zhao, Mian Ye
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Design of LAPAN-A2 Satellite Telemetry Data Information System Using SDLC
After several years of launch, the LAPAN-A2 satellite has produced a huge amount of telemetry data consisting of information on the status of the satellite's condition during orbit.
Agus Herawan +2 more
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A Fast Estimation Method for Satellite in Orbit Management [PDF]
The management of satellites in orbit requires accurate and rapid processing to minimize the impact of failures. Especially for fault handling involving energy security, the real-time nature of the process plays a decisive role.
Cui Zhen, Ji Ye, Chen Bin, Yang Yang
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