AIMC Topic: Aircraft

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IMUMETER-A Convolution Neural Network-Based Sensor for Measurement of Aircraft Ground Performance.

Sensors (Basel, Switzerland) Jul 10, 2021
The paper presents the development of the IMUMETER sensor, designed to study the dynamics of aircraft movement, in particular, to measure the ground performance of the aircraft. A motivation of this study was to develop a sensor capable of airplane m...
Aircraft Acceleration Neural Networks, Computer Artificial Intelligence
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Aircraft Fuselage Corrosion Detection Using Artificial Intelligence.

Sensors (Basel, Switzerland) Jun 11, 2021
Corrosion identification and repair is a vital task in aircraft maintenance to ensure continued structural integrity. Regarding fuselage lap joints, typically, visual inspections are followed by non-destructive methodologies, which are time-consuming...
Automation Corrosion Artificial Intelligence Aircraft Neural Networks, Computer
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A novel semi-supervised framework for UAV based crop/weed classification.

PloS one May 10, 2021
Excessive use of agrochemicals for weed controlling infestation has serious agronomic and environmental repercussions associated. An appropriate amount of pesticide/ chemicals is essential for achieving the desired smart farming and precision agricul...
Weed Control Satellite Imagery Plant Weeds Deep Learning Remote Sensing Technology Aircraft Agriculture Algorithms Crops, Agricultural
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Real-time recognition of spraying area for UAV sprayers using a deep learning approach.

PloS one Apr 1, 2021
Agricultural production is vital for the stability of the country's economy. Controlling weed infestation through agrochemicals is necessary for increasing crop productivity. However, its excessive use has severe repercussions on the environment (dam...
Weed Control Deep Learning Agriculture Remote Sensing Technology Aircraft Humans
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Design of a Sensitive Balloon Sensor for Safe Human-Robot Interaction.

Sensors (Basel, Switzerland) Mar 19, 2021
As the safety of a human body is the main priority while interacting with robots, the field of tactile sensors has expanded for acquiring tactile information and ensuring safe human-robot interaction (HRI). Existing lightweight and thin tactile senso...
Aircraft Fingers Touch Humans Robotics
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Path Planning of Unmanned Autonomous Helicopter Based on Human-Computer Hybrid Augmented Intelligence.

Neural plasticity Jan 13, 2021
Unmanned autonomous helicopter (UAH) path planning problem is an important component of the UAH mission planning system. The performance of the automatic path planner determines the quality of the UAH flight path. Aiming to produce a high-quality fli...
Artificial Intelligence Algorithms Humans Aircraft Bees Computer Simulation Animals Brain-Computer Interfaces Flight, Animal
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Whole-Field Reinforcement Learning: A Fully Autonomous Aerial Scouting Method for Precision Agriculture.

Sensors (Basel, Switzerland) Nov 18, 2020
Unmanned aerial systems (UAS) are increasingly used in precision agriculture to collect crop health related data. UAS can capture data more often and more cost-effectively than sending human scouts into the field. However, in large crop fields, fligh...
Neural Networks, Computer Machine Learning Agriculture Zea mays Aircraft
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A Cyber-Physical-Human System for One-to-Many UAS Operations: Cognitive Load Analysis.

Sensors (Basel, Switzerland) Sep 23, 2020
The continuing development of avionics for Unmanned Aircraft Systems (UASs) is introducing higher levels of intelligence and autonomy both in the flight vehicle and in the ground mission control, allowing new promising operational concepts to emerge....
Aircraft Task Performance and Analysis Humans Artificial Intelligence Reproducibility of Results Cognition
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Prediction of End-Of-Season Tuber Yield and Tuber Set in Potatoes Using In-Season UAV-Based Hyperspectral Imagery and Machine Learning.

Sensors (Basel, Switzerland) Sep 16, 2020
Potato is the largest non-cereal food crop in the world. Timely estimation of end-of-season tuber production using in-season information can inform sustainable agricultural management decisions that increase productivity while reducing impacts on the...
Spectrum Analysis Machine Learning Plant Tubers Agriculture Solanum tuberosum Aircraft Seasons Remote Sensing Technology Least-Squares Analysis
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Malicious UAV Detection Using Integrated Audio and Visual Features for Public Safety Applications.

Sensors (Basel, Switzerland) Jul 15, 2020
Unmanned aerial vehicles (UAVs) have become popular in surveillance, security, and remote monitoring. However, they also pose serious security threats to public privacy. The timely detection of a malicious drone is currently an open research issue fo...
Aircraft Safety Support Vector Machine
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