A survey of machine learning techniques for indoor localization and navigation systems
P Roy, C Chowdhury - Journal of Intelligent & Robotic Systems, 2021 - Springer
In the recent past, we have witnessed the adoption of different machine learning techniques
for indoor positioning applications using WiFi, Bluetooth and other technologies. The …
for indoor positioning applications using WiFi, Bluetooth and other technologies. The …
[PDF][PDF] 基于深度学习的三维数据分析理解方法研究综述
李海生, 武玉娟, 郑艳萍, 吴晓群, 蔡强, 杜军平 - 计算机学报, 2020 - cjc.ict.ac.cn
摘要基于深度学习的三维数据分析理解是数字几何领域的一个研究热点. 不同于基于深度学习的
图像分析理解, 基于深度学习的三维数据分析理解需要解决的首要问题是数据表达的多样性 …
图像分析理解, 基于深度学习的三维数据分析理解需要解决的首要问题是数据表达的多样性 …
Smart cleaner: A new autonomous indoor disinfection robot for combating the covid-19 pandemic
The COVID-19 pandemic imposes an increasing demand for service robots as a substitute
for humans to conduct various types of work in contaminated areas. Such work includes …
for humans to conduct various types of work in contaminated areas. Such work includes …
Autonomous live working robot navigation with real‐time detection and motion planning system on distribution line
In this study, an autonomous robot navigation system is designed for live working on
distribution line. The developed system features a real‐time detection and motion planning …
distribution line. The developed system features a real‐time detection and motion planning …
Paving the way with machine learning for seamless indoor–outdoor positioning: A survey
Seamless positioning and navigation requires an integration of outdoor and indoor
positioning systems. Until recently, these systems mostly function in-silos. Though GNSS …
positioning systems. Until recently, these systems mostly function in-silos. Though GNSS …
Multilevel humanlike motion planning for mobile robots in complex indoor environments
In this paper, a multilevel humanlike motion planning approach is proposed for indoor
mobile robots. Compared with existing approaches, the novelty of this paper is twofold: 1) …
mobile robots. Compared with existing approaches, the novelty of this paper is twofold: 1) …
E3MoP: Efficient Motion Planning Based on Heuristic-Guided Motion Primitives Pruning and Path Optimization With Sparse-Banded Structure
To solve the autonomous navigation problem in complex environments, an efficient motion
planning approach is newly presented in this paper. Considering the challenges from large …
planning approach is newly presented in this paper. Considering the challenges from large …
Point wise or feature wise? A benchmark comparison of publicly available LiDAR odometry algorithms in urban canyons
Robust and precise localization is essential for an autonomous system with navigation
requirements. Lidar odometry (LO) has been extensively studied in the past decades to …
requirements. Lidar odometry (LO) has been extensively studied in the past decades to …
Localization and navigation for autonomous mobile robots using petri nets in indoor environments
FAX Da Mota, MX Rocha, JJPC Rodrigues… - IEEE …, 2018 - ieeexplore.ieee.org
In this paper, mobile robotics and present tools used in localization, mapping, and
navigation of a mobile robot are discussed. The main purpose of this paper is, given a map …
navigation of a mobile robot are discussed. The main purpose of this paper is, given a map …
Path planning aware of robot's center of mass for steep slope vineyards
Steep slope vineyards are a complex scenario for the development of ground robots.
Planning a safe robot trajectory is one of the biggest challenges in this scenario …
Planning a safe robot trajectory is one of the biggest challenges in this scenario …