Issues and Challenges of Simultaneous Localization and Mapping (SLAM) Technology in Autonomous Robot

MU Diginsa, N Shafie, N Yusuf, US Sabi'U - International Journal of …, 2023 - ijic.utm.my
To aid in robot navigation and environment analysis, visual SLAM systems process visual
data. Things like AMRs (autonomous mobile robots) and AGVs (autonomous guided …

Single frame lidar and stereo camera calibration using registration of 3d planes

A Singandhupe, HM La - 2021 Fifth IEEE International …, 2021 - ieeexplore.ieee.org
This work focuses on finding the extrinsic parameters (rotation and translation) between the
lidar and the stereo camera setups. We use a planar checkerboard and place it inside the …

Registration of 3d point sets using correntropy similarity matrix

A Singandhupe, H La, TD Ngo, V Ho - arXiv preprint arXiv:2107.09725, 2021 - arxiv.org
This work focuses on Registration or Alignment of 3D point sets. Although the Registration
problem is a well established problem and it's solved using multiple variants of Iterative …

DIDLM: A Comprehensive Multi-Sensor Dataset with Infrared Cameras, Depth Cameras, LiDAR, and 4D Millimeter-Wave Radar in Challenging Scenarios for 3D …

WS Gong, C He, KJ Su, QY Li - arXiv preprint arXiv:2404.09622, 2024 - arxiv.org
This study presents a comprehensive multi-sensor dataset designed for 3D mapping in
challenging indoor and outdoor environments. The dataset comprises data from infrared …

[HTML][HTML] Mobile industrial robotic vehicles: Navigation with visual SLAM methodologies

X Karamanos, G Karamitsos, D Bechtsis… - Autonomous Vehicles …, 2023 - intechopen.com
Mobile industrial robotic vehicles are using cutting edge technologies and have been widely
accepted as a means of sustainability in the last decade. Recent navigation approaches are …

NDT-PSO, a new NDT based SLAM approach using particle swarm optimization

S Bouraine, A Bougouffa… - 2020 16th International …, 2020 - ieeexplore.ieee.org
This paper deals with the problem of simultaneous localization and mapping (SLAM).
Providing both accurate environment's map and pose estimation is necessary to correctly …

Correntropy: Answer to non-Gaussian noise in modern SLAM applications?

AR Singandhupe - 2022 - search.proquest.com
The problem of non-Gaussian noise/outliers has been intrinsic in modern Simultaneous
Localization and Mapping (SLAM) applications. Despite numerous algorithms in SLAM, it …

The intelligent power wheelchair upgrade kit

J Leaman, HM La - 2020 Fourth IEEE International Conference …, 2020 - ieeexplore.ieee.org
This paper presents an update on the research and development of the Intelligent Power
Wheelchair (IPW) upgrade kit. First, we review the last three years of trials, then we describe …

Genetic algorithm as function optimizer in reinforcement learning and sensor odometry

A Sehgal - 2019 - search.proquest.com
Reinforcement learning (RL) enables agents to make a decision based on a reward
function. However, in the process of learning, the choice of values for learning algorithm …

FCH-SLAM: A SLAM Method for Dynamic Environments using Semantic Segmentation

YI Wang, M Mikawa, M Fujisawa - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Static environments are a prerequisite for most visual simultaneous localization and
mapping (SLAM) systems because the dynamic matching points from moving objects in the …