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A cross-disciplinary comparison of multimodal data fusion approaches and applications: Accelerating learning through trans-disciplinary information sharing
Multimodal data fusion (MMDF) is the process of combining disparate data streams (of
different dimensionality, resolution, type, etc.) to generate information in a form that is more …
different dimensionality, resolution, type, etc.) to generate information in a form that is more …
[HTML][HTML] Adaptive reinforcement learning-based control using proximal policy optimization and slime mould algorithm with experimental tower crane system validation
This paper presents a novel optimal reference tracking control approach resulted from the
combination of a popular policy gradient Reinforcement Learning (RL) algorithm, namely …
combination of a popular policy gradient Reinforcement Learning (RL) algorithm, namely …
[HTML][HTML] Deep learning for 6D pose estimation of objects—A case study for autonomous driving
Nowadays, the potential benefits and implementation of autonomous driving have attracted
widespread attention from both industry and academia. This study will solve view-invariant …
widespread attention from both industry and academia. This study will solve view-invariant …
The Evolution of Intelligent Transportation Systems: Analyzing the Differences and Similarities between IoV and IoFV
D Herich, J Vaščák - Drones, 2024 - mdpi.com
The Internet of Vehicles (IoV) and the Internet of Flying Vehicles (IoFV) are integral
components of intelligent transportation systems with the potential to revolutionize the way …
components of intelligent transportation systems with the potential to revolutionize the way …
Pose estimation in robotic electric vehicle plug-in charging tasks using auto-annotation and deep learning-based keypoint detector
The rapid growth of electric vehicles and advancements in self-driving technologies
necessitate the development of specialized infrastructure to support autonomy. Accurate …
necessitate the development of specialized infrastructure to support autonomy. Accurate …
Particle filter optimization: A brief introduction
In this paper, we provide a brief introduction to particle filter optimization (PFO). The particle
filter (PF) theory has revolutionized probabilistic state filtering for dynamic systems, while the …
filter (PF) theory has revolutionized probabilistic state filtering for dynamic systems, while the …
[PDF][PDF] Information content driven model for virtual engineering space
Engineering practice is increasingly relied upon virtual technologies. Recent virtual
solutions ensure integration of all engineering activities using system level computer …
solutions ensure integration of all engineering activities using system level computer …
[HTML][HTML] Effective parametrization of low order Bézier motion primitives for continuous-curvature path-planning applications
We propose a new parametrization of motion primitives based on Bézier curves that suits
perfectly path-planning applications (and environment exploration) of wheeled mobile …
perfectly path-planning applications (and environment exploration) of wheeled mobile …
[PDF][PDF] Robot coverage path planning based on iterative structured orientation
Coverage path planning for mobile robots aims to compute the shortest path that ensures
the overlap of a given area, with applications in various domains. This paper proposes a …
the overlap of a given area, with applications in various domains. This paper proposes a …
Vehicle navigation by fuzzy cognitive maps using sonar and RFID technologies
J Vaščák, J Hvizdoš - 2016 IEEE 14th International Symposium …, 2016 - ieeexplore.ieee.org
Emerging concept of the so-called intelligent space (IS) offers means for use of mobile
autonomous devices like vehicles or robots in a very broad area without necessity for these …
autonomous devices like vehicles or robots in a very broad area without necessity for these …