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Human motion trajectory prediction: A survey
With growing numbers of intelligent autonomous systems in human environments, the ability
of such systems to perceive, understand, and anticipate human behavior becomes …
of such systems to perceive, understand, and anticipate human behavior becomes …
On energy efficiency in collaborative target tracking in wireless sensor network: a review
Energy-efficiency in target tracking applications has been extensively studied in the
literature of Wireless Sensor Networks (WSN). However, there is little work which has been …
literature of Wireless Sensor Networks (WSN). However, there is little work which has been …
[HTML][HTML] Maneuvering target tracking of UAV based on MN-DDPG and transfer learning
Tracking maneuvering target in real time autonomously and accurately in an uncertain
environment is one of the challenging missions for unmanned aerial vehicles (UAVs). In this …
environment is one of the challenging missions for unmanned aerial vehicles (UAVs). In this …
RSSI-based indoor localization and tracking using sigma-point Kalman smoothers
Solutions for indoor tracking and localization have become more critical with recent
advancement in context and location-aware technologies. The accuracy of explicit …
advancement in context and location-aware technologies. The accuracy of explicit …
Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction
We present a novel method for predicting long-term target states based on mean-reverting
stochastic processes. We use the Ornstein-Uhlenbeck (OU) process, leading to a revised …
stochastic processes. We use the Ornstein-Uhlenbeck (OU) process, leading to a revised …
Context‐aware trajectory prediction for autonomous driving in heterogeneous environments
The prediction of surrounding agent trajectories in heterogeneous traffic environments
remains a challenging task for autonomous driving due to several critical issues, such as …
remains a challenging task for autonomous driving due to several critical issues, such as …
[HTML][HTML] Trajectory prediction in pipeline form for intercepting hypersonic gliding vehicles based on LSTM
SUN Lihan, Y Baoqing, MA Jie - Chinese Journal of Aeronautics, 2023 - Elsevier
The interception problem of Hypersonic Gliding Vehicles (HGVs) has been an important
aspect of missile defense systems. In order to provide interceptors with accurate information …
aspect of missile defense systems. In order to provide interceptors with accurate information …
Context-enhanced vessel prediction based on Ornstein-Uhlenbeck processes using historical AIS traffic patterns: Real-world experimental results
Traffic route analysis and prediction are both essential for maritime security. Specifically, the
prediction of a vessel position is useful to provide alerts about upcoming events (eg …
prediction of a vessel position is useful to provide alerts about upcoming events (eg …
Maneuvering target tracking with event-based mixture Kalman filter in mobile sensor networks
In this paper, the distributed remote state estimation problem for conditional dynamic linear
systems in mobile sensor networks with an event-triggered mechanism is investigated. The …
systems in mobile sensor networks with an event-triggered mechanism is investigated. The …
Adaptively tracking hypersonic gliding vehicles
Z Li, Y Wang, W Zheng - Aerospace Science and Technology, 2024 - Elsevier
The motion model plays a key role in tracking hypersonic gliding vehicles (HGVs). The
process noise covariance matrix is used to scale the errors of the motion model, and its …
process noise covariance matrix is used to scale the errors of the motion model, and its …