Camera, LiDAR and multi-modal SLAM systems for autonomous ground vehicles: A survey

M Chghaf, S Rodriguez, AE Ouardi - Journal of Intelligent & Robotic …, 2022 - Springer
Abstract Simultaneous Localization and Map** (SLAM) have been widely studied over the
last years for autonomous vehicles. SLAM achieves its purpose by constructing a map of the …

A systematic literature review on long‐term localization and map** for mobile robots

RB Sousa, HM Sobreira, AP Moreira - Journal of Field Robotics, 2023 - Wiley Online Library
Long‐term operation of robots creates new challenges to Simultaneous Localization and
Map** (SLAM) algorithms. Long‐term SLAM algorithms should adapt to recent changes …

Semantic localization on BIM-generated maps using a 3D LiDAR sensor

H Yin, Z Lin, JKW Yeoh - Automation in Construction, 2023 - Elsevier
Conventional sensor-based localization relies on high-precision maps, which are generally
built using specialized map** techniques involving high labor and computational costs. In …

Gem: online globally consistent dense elevation map** for unstructured terrain

Y Pan, X Xu, X Ding, S Huang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Online dense map** gives a representation of the unstructured terrain, which is
indispensable for safe robotic motion planning. In this article, we propose such an elevation …

Cross-modal monocular localization in prior lidar maps utilizing semantic consistency

C Zhang, H Zhao, C Wang, X Tang… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Visual localization for mobile robots and intelligent vehicles in prior LiDAR maps can
achieve high accuracy and low cost. However, algorithms for finding the cross-modal …

Radar-on-lidar: metric radar localization on prior lidar maps

H Yin, Y Wang, L Tang, R **ong - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Radar and lidar, provided by two different range sensors, each has pros and cons of various
perception tasks on mobile robots or autonomous driving. In this paper, a Monte Carlo …

Rolm: Radar on lidar map localization

Y Ma, X Zhao, H Li, Y Gu, X Lang… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Multi-sensor fusion-based localization technology has achieved high accuracy in
autonomous systems. How to improve the robustness is the main challenge at present. The …

Toward consistent and efficient map-based visual-inertial localization: Theory framework and filter design

Z Zhang, Y Song, S Huang, R **ong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article focuses on designing a consistent and efficient filter for visual-inertial localization
given a prebuilt map. First, we propose a new Lie group with its algebra based on which a …