Flight planning: node‐based trajectory prediction and turbulence avoidance
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DOI: 10.1002/met.1671
Abstract: To tackle the ever-growing demand for air travel, the aviation industry has expressed great interest in assessing the impact weather uncertainty has on flight planning. However, due to the opacity of commercial flight planning systems,… read more here.
Keywords: flight planning; turbulence; flight; node based ... See more keywords
Vehicle trajectory prediction algorithm in vehicular network
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DOI: 10.1007/s11276-018-1803-3
Abstract: Vehicular ad hoc network has become an important component of the intelligent transportation system, what’s more, the vehicle trajectory prediction has gradually become one of the hotter issues in this research. Vehicle trajectory prediction cannot… read more here.
Keywords: vehicle; network; trajectory prediction; vehicle trajectory ... See more keywords
UPTP Vehicle Trajectory Prediction Based on User Preference Under Complexity Environment
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DOI: 10.1007/s11277-017-4743-9
Abstract: Accurate and reliable vehicle trajectory prediction is a vital component of any intelligent transportation system, which can improve the traffic safety and facilitate effective urban road planning. Because vehicle trajectories are uncertain and are characterized… read more here.
Keywords: vehicle trajectory; environment; trajectory prediction; prediction ... See more keywords
Investigating the dynamic memory effect of human drivers via ON-LSTM
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DOI: 10.1007/s11432-019-2844-3
Abstract: It is a widely accepted view that considering the memory effects of historical information (driving operations) is beneficial for vehicle trajectory prediction models to improve prediction accuracy. However, many commonly used models (e.g., long short-term… read more here.
Keywords: investigating dynamic; trajectory prediction; memory effects; lstm ... See more keywords
Probabilistic aircraft trajectory prediction in cruise flight considering ensemble wind forecasts
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DOI: 10.1016/j.ast.2018.09.020
Abstract: Abstract The problem of aircraft trajectory prediction subject to wind uncertainty is addressed. In particular, a probabilistic analysis of aircraft flight time and fuel consumption in cruise flight is presented. The wind uncertainty is obtained… read more here.
Keywords: aircraft; aircraft trajectory; flight; trajectory prediction ... See more keywords
Hypersonic Vehicle Trajectory Prediction Algorithm Based on Hough Transform
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DOI: 10.1049/cje.2021.07.003
Abstract: Trajectory prediction is a prerequisite for missile and high-speed vehicle guidance interception. To address the trajectory problem for the near space hypersonic unpowered gliding vehicle. Firstly, the trajectory prediction mechanism is analyzed. Based on the… read more here.
Keywords: hough transform; vehicle; trajectory prediction; prediction ... See more keywords
Fast Trajectory Prediction Method With Attention Enhanced SRU
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DOI: 10.1109/access.2020.3035704
Abstract: LSTM (Long-short Term Memory) is an effective method for trajectory prediction. However, it needs to rely on the state value of the previous unit when calculating the state value of neurons in the hidden layer,… read more here.
Keywords: trajectory prediction; attention; method; prediction method ... See more keywords
A Two-Block RNN-Based Trajectory Prediction From Incomplete Trajectory
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DOI: 10.1109/access.2021.3072135
Abstract: Trajectory prediction has gained great attention and significant progress has been made in recent years. However, most works rely on a key assumption that each video is successfully preprocessed by detection and tracking algorithms and… read more here.
Keywords: prediction incomplete; miss detection; detection; prediction ... See more keywords
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction
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DOI: 10.1109/access.2021.3082904
Abstract: Methods to quantify the complexity of trajectory datasets are still a missing piece in benchmarking human trajectory prediction models. In order to gain a better understanding of the complexity of trajectory prediction tasks and following… read more here.
Keywords: benchmarking datasets; human trajectory; trajectory prediction; trajectory ... See more keywords
Motion state recognition and trajectory prediction of hypersonic glide vehicle based on deep learning (January 2022)
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DOI: 10.1109/access.2022.3150830
Abstract: Hypersonic glide vehicle (HGV) has brought severe challenges to the existing defense system due to its characteristics of high maneuverability, high speed and high precision. Simultaneously, these characteristics also bring great difficulties to trajectory prediction.… read more here.
Keywords: state; state recognition; prediction; trajectory prediction ... See more keywords
Vehicles Trajectory Prediction Using Recurrent VAE Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3161661
Abstract: This paper presents an analysis of the implementation and performance of a deep learning model based on Recurrent layers and Variational Auto Encoder model (VAE) architecture for prediction of future local trajectory and maneuver. The… read more here.
Keywords: trajectory prediction; vehicles trajectory; vae; trajectory ... See more keywords