A review of multi-sensor fusion slam systems based on 3D LIDAR

X Xu, L Zhang, J Yang, C Cao, W Wang, Y Ran, Z Tan… - Remote Sensing, 2022 - mdpi.com
The ability of intelligent unmanned platforms to achieve autonomous navigation and
positioning in a large-scale environment has become increasingly demanding, in which …

A comprehensive survey of the recent studies with UAV for precision agriculture in open fields and greenhouses

MF Aslan, A Durdu, K Sabanci, E Ropelewska… - Applied Sciences, 2022 - mdpi.com
The increasing world population makes it necessary to fight challenges such as climate
change and to realize production efficiently and quickly. However, the minimum cost …

Fast-lio2: Fast direct lidar-inertial odometry

W Xu, Y Cai, D He, J Lin, F Zhang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article presents FAST-LIO2: a fast, robust, and versatile LiDAR-inertial odometry
framework. Building on a highly efficient tightly coupled iterated Kalman filter, FAST-LIO2 …
[Free GPT-4]
T Shan, B Englot, D Meyers, W Wang… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
We propose a framework for tightly-coupled lidar inertial odometry via smoothing and
map**, LIO-SAM, that achieves highly accurate, real-time mobile robot trajectory …

Lvi-sam: Tightly-coupled lidar-visual-inertial odometry via smoothing and map**

T Shan, B Englot, C Ratti, D Rus - 2021 IEEE international …, 2021 - ieeexplore.ieee.org
We propose a framework for tightly-coupled lidar-visual-inertial odometry via smoothing and
map**, LVI-SAM, that achieves real-time state estimation and map-building with high …

Fast-lio: A fast, robust lidar-inertial odometry package by tightly-coupled iterated kalman filter

W Xu, F Zhang - IEEE Robotics and Automation Letters, 2021 - ieeexplore.ieee.org
This letter presents a computationally efficient and robust LiDAR-inertial odometry
framework. We fuse LiDAR feature points with IMU data using a tightly-coupled iterated …

Theseus: A library for differentiable nonlinear optimization

L Pineda, T Fan, M Monge… - Advances in …, 2022 - proceedings.neurips.cc
We present Theseus, an efficient application-agnostic open source library for differentiable
nonlinear least squares (DNLS) optimization built on PyTorch, providing a common …

GVINS: Tightly coupled GNSS–visual–inertial fusion for smooth and consistent state estimation

S Cao, X Lu, S Shen - IEEE Transactions on Robotics, 2022 - ieeexplore.ieee.org
Visual–inertial odometry (VIO) is known to suffer from drifting, especially over long-term runs.
In this article, we present GVINS, a nonlinear optimization-based system that tightly fuses …

Event-based vision: A survey

G Gallego, T Delbrück, G Orchard… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Event cameras are bio-inspired sensors that differ from conventional frame cameras: Instead
of capturing images at a fixed rate, they asynchronously measure per-pixel brightness …