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  • Review
  • Open Access
53 Citations
21,074 Views
24 Pages

A Review of Anomaly Detection in Spacecraft Telemetry Data

  • Asma Fejjari,
  • Alexis Delavault,
  • Robert Camilleri and
  • Gianluca Valentino

19 May 2025

Telemetry data play a pivotal role in ensuring the success of spacecraft missions and safeguarding the integrity of spacecraft systems. Therefore, the timely detection and subsequent notification of any abnormal events related to the functionality of...

(This article belongs to the Special Issue Advanced AI and Machine Learning Techniques for Time Series Analysis and Pattern Recognition)
  • Article
  • Open Access
969 Views
17 Pages

Lossless Compression of Aldebaran-I Telemetry Data Using the On+ Algorithm

  • Flávio Barros,
  • Letícia Correia,
  • Caio Magno,
  • Christian Diniz and ,
  • Gean Sousa,
  • Allan Kardec Barros and
  • Luis Claudio Silva
  • + 2 authors+ 0 author

Lossless compression of telemetry data in satellites is essential due to the stringent limitations of bandwidth and onboard storage. Traditional methods based on information theory and entropy coding, such as Huffman and Arithmetic coding, exploit st...

(This article belongs to the Special Issue Information-Theoretic Foundations for Modern AI: From Information Bottleneck to Learning Systems)
  • Article
  • Open Access
42 Citations
10,182 Views
18 Pages

24 August 2022

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. In recent years, sparse...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
21 Citations
6,947 Views
20 Pages

Anomaly Detection and Identification in Satellite Telemetry Data Based on Pseudo-Period

  • Haixu Jiang,
  • Ke Zhang,
  • Jingyu Wang,
  • Xianyu Wang and
  • Pengfei Huang

20 December 2019

To effectively detect and identify the anomaly data in massive satellite telemetry data sets, the novel detection and identification method based on the pseudo-period was proposed in this paper. First, the raw data were compressed by extracting the s...

(This article belongs to the Special Issue Machine Fault Diagnostics and Prognostics)
  • Article
  • Open Access
11 Citations
13,065 Views
13 Pages

8 April 2011

People with special medical monitoring needs can, these days, be sent home and remotely monitored through the use of data logging medical sensors and a transmission base-station. While this can improve quality of life by allowing the patient to spend...

(This article belongs to the Special Issue Selected Papers from The 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010))
  • Feature Paper
  • Article
  • Open Access
1 Citations
1,893 Views
15 Pages

Determination of Characteristics of Associative Storage Devices in Radio Telemetry Systems with Data Compression

  • Bulat-Batyr Yesmagambetov,
  • Akhmetbek Mussabekov,
  • Nurlybek Alymov,
  • Abdulkhak Apsemetov and ,
  • Madina Balabekova,
  • Kamil Kayumov,
  • Kuttybek Arystanbayev and
  • Aigul Imanbayeva
  • + 3 authors+ 0 author

In the radio telemetry systems of spacecraft, various data compression methods are used for data processing. When using any compression methods, the data obtained as a result of compression is formed randomly, and transmission over radio communicatio...

(This article belongs to the Section Computational Engineering)
  • Article
  • Open Access
3 Citations
2,767 Views
12 Pages

25 August 2022

The volume of telemetry data is gradually increasing, both because of the increasingly larger number of parameters involved, and the use of higher sampling frequencies. Efficient data compression schemes are therefore needed in space telemetry system...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
12 Citations
5,819 Views
18 Pages

Transformer-Based Time-Series Forecasting for Telemetry Data in an Environmental Control and Life Support System of Spacecraft

  • Bin Song,
  • Boyu Guo,
  • Wei Hu,
  • Zhen Zhang and ,
  • Nan Zhang,
  • Junpeng Bao,
  • Jianji Wang and
  • Jingmin Xin
  • + 3 authors+ 0 author

Safety and stability are critical in manned space missions, requiring an environmental control and life support system (ECLSS) of spacecraft to operate reliably. This study analyzed the time-series characteristics of telemetry data, including total p...

(This article belongs to the Section Artificial Intelligence)
  • Article
  • Open Access
13 Citations
5,934 Views
11 Pages

DriverSVT: Smartphone-Measured Vehicle Telemetry Data for Driver State Identification

  • Walaa Othman,
  • Alexey Kashevnik,
  • Batol Hamoud and
  • Nikolay Shilov

15 December 2022

One of the key functions of driver monitoring systems is the evaluation of the driver’s state, which is a key factor in improving driving safety. Currently, such systems heavily rely on the technology of deep learning, that in turn requires cor...

  • Proceeding Paper
  • Open Access
1,817 Views
9 Pages

31 October 2025

Unmanned aerial vehicles have become essential tools in a wide range of applications. As drone operations grow more complex, the accurate prediction of battery runtime and aerodynamic flight safety risks, particularly those caused by wind, becomes in...

(This article belongs to the Proceedings of The Sustainable Mobility and Transportation Symposium 2025)
  • Article
  • Open Access
1 Citations
2,197 Views
26 Pages

Exploring Augmented Reality HMD Telemetry Data Visualization for Strategy Optimization in Student Solar-Powered Car Racing

  • Jakub Forysiak,
  • Piotr Krawiranda,
  • Krzysztof Fudała,
  • Zbigniew Chaniecki and ,
  • Krzysztof Jóźwik,
  • Krzysztof Grudzień and
  • Andrzej Romanowski
  • + 2 authors+ 0 author

18 June 2025

This article explores how different modalities of presenting telemetry data can support strategy management during solar-powered electric vehicle racing. Student team members using augmented reality head-mounted displays (AR HMD) have reported signif...

  • Article
  • Open Access
22 Citations
7,318 Views
22 Pages

2 August 2017

When using the conventional two-coil inductive link for the simultaneous wireless power and data transmissions in implantable biomedical sensor devices, the strong power carrier could overwhelm the uplink data signal and even saturate the external up...

(This article belongs to the Special Issue Advanced Electronic Devices, Circuits, and Signal Processing for Biomedical Sensors Application)
  • Feature Paper
  • Article
  • Open Access
14 Citations
8,087 Views
16 Pages

Optic Nerve Stimulation System with Adaptive Wireless Powering and Data Telemetry

  • Xing Li,
  • Yan Lu,
  • Xiaodong Meng,
  • Chi-Ying Tsui and
  • Wing-Hung Ki

20 December 2017

To treat retinal degenerative diseases, a transcorneal electrical stimulation-based system is proposed, which consists of an eye implant and an external component. The eye implant is wirelessly powered and controlled by the external component to gene...

(This article belongs to the Special Issue Wireless Microdevices and Systems for Biomedical Applications)
  • Article
  • Open Access
2 Citations
1,950 Views
28 Pages

LiDAR–RADAR Sensor Fusion and Telemetry Data Integration for Obstacle Detection Along the UAS Navigation Trajectory

  • Luigi Farina,
  • Francesco Lo Caso,
  • Gennaro Ariante,
  • Aniello Menichino and ,
  • Michele Inverno,
  • Vittorio Di Vito,
  • Salvatore Ponte and
  • Giuseppe Del Core
  • + 3 authors+ 0 author

Today, the use of UASs (unmanned aerial systems) is rapidly expanding across civil, military, and scientific applications. The deployment of drones in close proximity to urban areas is becoming increasingly common, particularly during missions conduc...

(This article belongs to the Special Issue Unmanned Aircraft Systems with Autonomous Navigation, 2nd Edition)
  • Article
  • Open Access
6 Citations
4,024 Views
7 Pages

Benford’s Law for Telemetry Data of Wildlife

  • Lasse Pröger,
  • Paul Griesberger,
  • Klaus Hackländer,
  • Norbert Brunner and
  • Manfred Kühleitner

20 November 2021

Benford’s law (BL) specifies the expected digit distributions of data in social sciences, such as demographic or financial data. We focused on the first-digit distribution and hypothesized that it would apply to data on locations of animals freely mo...

(This article belongs to the Special Issue Benford's Law(s) and Applications)
  • Article
  • Open Access
3 Citations
3,462 Views
32 Pages

10 November 2020

This paper deals with the study of multi-channel adaptive noise cancellation with a focus on its application in electromagnetic (EM) telemetry. We presented new variable step-size least mean square (LMS) techniques: regularized variable step-size LMS...

(This article belongs to the Special Issue Development of Unconventional Reservoirs 2020)
  • Article
  • Open Access
10 Citations
6,315 Views
28 Pages

13 August 2022

Water levels in rivers are measured by various devices installed mostly in remote locations along the rivers, and the collected data are then transmitted via telemetry systems to a data centre for further analysis and utilisation, including producing...

(This article belongs to the Special Issue Artificial Intelligence Techniques in Hydrology and Water Resources Management)
  • Review
  • Open Access
1,086 Views
48 Pages

Automotive Telemetry in Connected Vehicles: A Review of 5G and Satellite Communication Technologies for Long-Range Data Transmission

  • Jozef Jaroslav Fekiač,
  • Lucia Kakošová,
  • Michal Krbata,
  • Marcel Kohutiar and ,
  • Alena Breznická,
  • Pavol Mikuš and
  • Maroš Eckert
  • + 2 authors+ 0 author

5 August 2026

The rapid evolution of connected and autonomous vehicles has significantly increased the importance of automotive telemetry as a fundamental component of intelligent transportation systems. Modern vehicles continuously generate large volumes of opera...

(This article belongs to the Section Electronic Sensors)
  • Article
  • Open Access
10 Citations
5,422 Views
32 Pages

The Use of Animal-Borne Biologging and Telemetry Data to Quantify Spatial Overlap of Wildlife with Marine Renewables

  • Natalie Isaksson,
  • Ian R. Cleasby,
  • Ellie Owen,
  • Benjamin J. Williamson and ,
  • Jonathan D. R. Houghton,
  • Jared Wilson and
  • Elizabeth A. Masden
  • + 2 authors+ 0 author

The growth of the marine renewable energy sector requires the potential effects on marine wildlife to be considered carefully. For this purpose, utilization distributions derived from animal-borne biologging and telemetry data provide accurate inform...

(This article belongs to the Special Issue Selected Papers from the 7th PRIMaRE Conference 2020)
  • Article
  • Open Access
2 Citations
2,441 Views
21 Pages

17 November 2021

Data telemetry is a critical element of successful unconventional well drilling operations, involving the transmission of information about the well-surrounding geology to the surface in real-time to serve as the basis for geosteering and well planni...

(This article belongs to the Section Earth Sciences)
  • Article
  • Open Access
4 Citations
2,310 Views
18 Pages

Use of Telemetry Data to Quantify Life History Diversity in Migrating Juvenile Chinook Salmon (Oncorhynchus tshawytscha)

  • Pascale Ava Lake Goertler,
  • Myfanwy Johnston,
  • Cyril Joseph Michel,
  • Tracy Grimes and ,
  • Gabriel Singer,
  • Jeremy Notch and
  • Ted Sommer
  • + 2 authors+ 0 author

6 September 2024

Variations in species distribution, population structure, and behavior can provide a portfolio effect that buffers populations against rapid environmental change. Although diversity has been identified as a goal for effective resource management and...

(This article belongs to the Section Biodiversity and Functionality of Aquatic Ecosystems)
  • Article
  • Open Access
17 Citations
6,036 Views
21 Pages

13 October 2020

For satellite or aircraft networks, tracking, telemetry, and control (TT&C) and data transmission between different nodes are necessary. Traditional measurement mostly adopts the frequency division duplex (FDD) mode and uses a continuous measurem...

(This article belongs to the Section Satellite Missions for Earth and Planetary Exploration)
  • Article
  • Open Access
2 Citations
2,169 Views
25 Pages

Hybrid Frequency–Temporal Modeling with Transformer for Long-Term Satellite Telemetry Prediction

  • Zhuqing Chen,
  • Jiasen Yang,
  • Zhongkang Yin,
  • Yijia Wu and ,
  • Lei Zhong,
  • Qingyu Jia and
  • Zhimin Chen
  • + 2 authors+ 0 author

30 October 2025

Reliable forecasting of satellite telemetry is critical for spacecraft health management and mission planning. However, conventional data-driven methods often struggle to effectively capture both the long-term dependencies and local dynamics inherent...

(This article belongs to the Special Issue Advanced AI and Machine Learning Techniques for Time Series Analysis and Pattern Recognition)
  • Article
  • Open Access
4 Citations
4,114 Views
19 Pages

13 May 2023

Telemetry data are the most important basis for ground operators to assess the status of satellites in orbit, and telemetry data-based anomaly detection has become a key tool to improve the reliability and safety of spacecrafts. Recent research on an...

(This article belongs to the Topic Development of Monitoring, Analysis and Maintenance Technics of Infrastructures)
  • Article
  • Open Access
2 Citations
2,190 Views
23 Pages

In recent years, missions requiring payload telemetry data transmission to ground stations have increasingly demanded a higher bandwidth. Traditional ranging techniques for spacecraft position determination often use a dedicated spectrum, reducing th...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
4 Citations
3,658 Views
19 Pages

Simulation and Modeling of Data Transmission Process in Boreholes Using Intelligent Drill Pipe for a Laboratory Experiment

  • Mohammed A. Namuq,
  • Ezideen A. Hasso,
  • Mohammed A. Jamal,
  • Koran A. Namuq and
  • Yibing Yu

6 December 2024

Currently, most oil and gas wells are drilled by continuously transmitting downhole measured information (directional and geological information) in real-time to the surface to monitor and steer the well along a pre-defined path. The intelligent dril...

  • Article
  • Open Access
1,607 Views
24 Pages

Progressive Spatiotemporal Graph Modeling for Spacecraft Anomaly Detection

  • Zihan Chen,
  • Zewen Li,
  • Yuge Cao,
  • Yue Wang and
  • Hsi Chang

10 April 2026

The growing number of on-orbit spacecraft and the increasing volume of telemetry data have made intelligent anomaly detection in multi-channel telemetry essential for mission operations. Current spacecraft anomaly detection methods primarily rely on...

(This article belongs to the Special Issue Advances in Fault Diagnosis and Fault-Tolerant Control: From Classical Approaches to AI-Driven Solutions)
  • Article
  • Open Access
13 Citations
17,865 Views
20 Pages

Revisiting Telemetry in Pakistan’s Indus Basin Irrigation System

  • Muhammad Tousif Bhatti,
  • Arif A. Anwar and
  • Muhammad Azeem Ali Shah

6 November 2019

The Indus Basin Irrigation System (IBIS) lacks a system for measuring canal inflows, storages, and outflows that is trusted by all parties, transparent, and accessible. An earlier attempt for telemetering flows in the IBIS did not deliver. There is n...

(This article belongs to the Special Issue Managing and Planning Water Resources for Irrigation: Smart Irrigation Systems for Providing Sustainable Agriculture and Maintaining Ecosystem Services)
  • Article
  • Open Access
3 Citations
2,824 Views
19 Pages

10 July 2025

This paper presents a multi-participant driving simulation framework designed to support traffic experiments involving the simultaneous collection of vehicle telemetry and cognitive data. The system integrates motion-enabled driving cockpits, high-fi...

(This article belongs to the Special Issue Modelling and Simulation of Transportation Systems)
  • Article
  • Open Access
11 Citations
10,291 Views
21 Pages

Real-Time Telemetry System for Monitoring Motion of Ships Based on Inertial Sensors

  • José M. Núñez,
  • Marta G. Araújo and
  • I. García-Tuñón

25 April 2017

A telemetry system for real-time monitoring of the motions, position, speed and course of a ship at sea is presented in this work. The system, conceived as a subsystem of a radar cross-section measurement unit, could also be used in other application...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
6 Citations
1,539 Views
19 Pages

27 January 2026

Cloud storage continues to experience recurring provider-side breaches, raising concerns about the confidentiality and recoverability of user data. This study addresses this challenge by introducing an Artificial Intelligence (AI)-driven hybrid archi...

  • Article
  • Open Access
71 Citations
13,465 Views
17 Pages

16 June 2014

The combination of GPS-Telemetry and resource selection functions is widely used to analyze animal habitat selection. Rapid large-scale assessment of vegetation structure allows bridging the requirements of habitat selection studies on grain size and...

(This article belongs to the Special Issue LiDAR and Other Remote Sensing Applications in Mapping and Monitoring of Forests Structure and Biomass)
  • Article
  • Open Access
10 Citations
3,948 Views
20 Pages

7 January 2025

Anomalies frequently occur during the operation of spacecraft in orbit, and studying anomaly detection methods is crucial to ensure the normal operation of spacecraft. Due to the complexity of spacecraft structures, telemetry data possess characteris...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
15 Citations
4,219 Views
19 Pages

10 August 2025

Unmanned aerial vehicles (UAVs) increasingly demand robust onboard diagnostic frameworks to ensure safe operation under irregular telemetry and mission-critical conditions. This paper presents a real-time fault detection framework for unmanned aerial...

(This article belongs to the Special Issue IoT Sensor Systems: Design, Interfaces, Signals, Processing, and Applications)
  • Article
  • Open Access
1 Citations
816 Views
26 Pages

A Hybrid Machine Learning Method for Secure Assessment of NAND Flash Health and SSD Data Recovery Feasibility

  • Leila Rzayeva,
  • Aliya Zhetpisbayeva,
  • Murat Zhakenov and
  • Altynbay Abdykassym

2 July 2026

NAND flash-based solid state drives (SSDs) are increasingly common in computers, but they present a problem for forensic data recovery. SSDs use controller logic, flash translation layers, error correction, wear leveling, TRIM, garbage collection, an...

(This article belongs to the Special Issue Application of Symmetry/Asymmetry and Machine Learning)
  • Article
  • Open Access
177 Views
39 Pages

An Integrated Framework for Anomaly Detection in Photovoltaic Systems Using UAV Multi-Sensor Data and SCADA Telemetry

  • Teodor Lupoiu,
  • Constantin Ionescu,
  • Anatoli Paul Ulmeanu,
  • Horia Necula and ,
  • Grigore Cican and
  • Lucian Teodor Grigorie
  • + 1 author+ 0 author

This study proposes an integrated framework for photovoltaic (PV) anomaly diagnosis combining unmanned aerial vehicle (UAV) radiometric thermography and red–green–blue (RGB) imagery, supervisory control and data acquisition (SCADA) teleme...

  • Article
  • Open Access
901 Views
19 Pages

17 July 2026

This applied systems-integration study addresses the “Impedance Mismatch” inherent in multi-energy microgrids—namely, the conflict where disparate physical domains traditionally force the use of isolated or highly rigid Supervisory...

(This article belongs to the Section A1: Smart Grids and Microgrids)
  • Article
  • Open Access
1,288 Views
25 Pages

Semantic Core for Sensor Telemetry Ingestion for Digital Twins

  • Oleksandr Osolinskyi,
  • Khrystyna Lipianina-Honcharenko and
  • Myroslav Komar

Digital twin platforms for smart cities must continuously receive different types of data from sensors, gateways, and services, but in real situations these data are heterogeneous in terms of indicator names, measurement units, time rules, and object...

(This article belongs to the Special Issue Innovative IoT Solutions for Sustainable Smart Cities)
  • Article
  • Open Access
1,137 Views
31 Pages

7 August 2026

This study presents the design, fabrication, and experimental validation of the Hermes reusable model rocket platform integrating additive manufacturing, onboard sensing, and telemetry capabilities for low-cost aerospace experimentation. The rocket w...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
9 Citations
5,123 Views
22 Pages

21 April 2021

In recent years there have been significant developments in satellite transmitter technology to follow the rapid innovation of sensors on-board new satellites. The CCSDS 131.2-B-1 standard for telemetry downlink, released in 2012, is part of the next...

(This article belongs to the Section Remote Sensors)
  • Article
  • Open Access
4 Citations
2,452 Views
19 Pages

8 March 2024

This paper presents data-driven modeling and a results analysis. Group method data handling (GMDH), multivariable regression (MVR), artificial neuron network (ANN), and new proposed GMDH-featured ANN machine learning algorithms were implemented to mo...

  • Article
  • Open Access
794 Views
37 Pages

A Comparative Deep Learning Framework for Multivariate Time Series Anomaly Detection in Satellite Telemetry

  • Ali Cengiz Rustemli,
  • Gökhan Şahin,
  • Erdal Akin,
  • Kayode Sakariyah Adewole and
  • Sabir Rustemli

5 June 2026

This study compares deep learning models for point-level anomaly detection in multichannel satellite telemetry data. Raw event-based telemetry was converted into segment-based multivariate time series without windowing or feature extraction, allowing...

(This article belongs to the Section Aerospace Science and Engineering)
  • Article
  • Open Access
8 Citations
5,505 Views
11 Pages

A novel non-coherent, low-power, area-efficient binary phase-shift keying demodulator for wireless implantable biomedical microsystems is proposed. The received data and synchronized clock signal are detected using a delayed digitized format of the i...

(This article belongs to the Special Issue Wireless Power/Data Transfer, Energy Harvesting System Design)
  • Article
  • Open Access
3 Citations
7,460 Views
14 Pages

Development and Testing of a Low-Cost Instrumentation Platform for Fixed-Wing UAV Performance Analysis

  • Tulio Dapper e Silva,
  • Vinicius Cabreira and
  • Edison Pignaton De Freitas

21 May 2018

The flight data of a fixed-wing Unmanned Aerial Vehicle (UAV) can be evaluated by its designers in order to analyze its performance, to validate the project criteria and to make new decisions based on the data analyses. In this paper, the authors pro...

  • Article
  • Open Access
1,026 Views
21 Pages

A Stateful Extension to P4THLS for Advanced Telemetry and Flow Control

  • Mostafa Abbasmollaei,
  • Tarek Ould-Bachir and
  • Yvon Savaria

20 November 2025

Programmable data planes are increasingly essential for enabling In-band Network Telemetry (INT), fine-grained monitoring, and congestion-aware packet processing. Although the P4 language provides a high-level abstraction to describe such behaviors,...

(This article belongs to the Special Issue Key Enabling Technologies for Beyond 5G Networks—2nd Edition)
  • Article
  • Open Access
1,685 Views
29 Pages

FANT: Flexible Attention-Shifting Network Telemetry

  • Mingwei Cui,
  • Yufan Peng and
  • Fan Yang

17 January 2025

As data center networks grow in scale and complexity, the active inband network telemetry (AINT) system collects a broader range of network status metrics to provide comprehensive visibility for AINT-related network applications, but it also leads to...

  • Article
  • Open Access
1 Citations
2,175 Views
13 Pages

Crop Harvesting Performance Analysis via Telemetry: Fuel and Environmental Insights

  • Dainius Savickas,
  • Antanas Juostas,
  • Eglė Jotautienė and
  • Andrius Grigas

11 June 2025

Telemetry systems are increasingly finding applications in agriculture for a variety of tasks. These systems assist farmers in optimizing farm processes. By leveraging these technologies, energy resources can be used more efficiently, leading to redu...

(This article belongs to the Special Issue Sustainable Management of Fuel Consumption and Carbon Emission Reduction)
  • Article
  • Open Access
735 Views
23 Pages

Real-time telemetry is essential for performance optimization and safety in motorcycle racing, yet commercial solutions remain proprietary, expensive, and poorly extensible. This paper presents the design, implementation, and experimental evaluation...

(This article belongs to the Topic Electronic Communications, IOT and Big Data, 2nd Volume)
  • Article
  • Open Access
9 Citations
4,860 Views
17 Pages

31 March 2024

In data center networks, when facing challenges such as traffic volatility, low resource utilization, and the difficulty of a single traffic scheduling strategy to meet demands, it is necessary to introduce intelligent traffic scheduling mechanisms t...

  • Article
  • Open Access
1 Citations
1,839 Views
16 Pages

Cybersecurity researchers and security analysts rely heavily on data to train and test network threat detection models, and to conduct post-breach forensic analyses. Comprehensive data-including network traces, host telemetry, and contextual informat...

(This article belongs to the Special Issue Advancements in Network and Data Security)

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