A Survey of Simultaneous Localization and Mapping with an Envision in 6G Wireless Networks
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Abstract (arXiv)
Simultaneous Localization and Mapping (SLAM) achieves the purpose of simultaneous positioning and map construction based on self-perception. The paper makes an overview in SLAM including Lidar SLAM, visual SLAM, and their fusion. For Lidar or visual SLAM, the survey illustrates the basic type and product of sensors, open source system in sort and history, deep learning embedded, the challenge and future. Additionally, visual inertial odometry is supplemented. For Lidar and visual fused SLAM, the paper highlights the multi-sensors calibration, the fusion in hardware, data, task layer. The open question and forward thinking with an envision in 6G wireless networks end the paper. The contributions of this paper can be summarized as follows: the paper provides a high quality and full-scale overview in SLAM. It's very friendly for new researchers to hold the development of SLAM and learn it very obviously. Also, the paper can be considered as a dictionary for experienced researchers to search and find new interesting orientation.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 24 Aug 2019.
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Citing papers per year: 2021: 2; 2022: 2; 2023: 3.
7 papers.
- 2023Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveyscited by 75
- 20233D reconstruction from spherical images: A review of techniques, applications, and prospectscited by 7
- 2021Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mappingcited by 5
- 2023Real-Time Simultaneous Localization and Mapping with LiDAR intensitycited by 2
- 2021AGPNet -- Autonomous Grading Policy Networkcited by 1
- 2022Multi-Agent Active Search using Detection and Location Uncertaintycited by 1
- 2022Towards Live 3D Reconstruction from Wearable Video: An Evaluation of V-SLAM, NeRF, and Videogrammetry Techniquescited by 0
- 2023Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys30 Mar 2023
- 20233D reconstruction from spherical images: A review of techniques, applications, and prospects9 Feb 2023
- 2023Real-Time Simultaneous Localization and Mapping with LiDAR intensity23 Jan 2023
- 2022Towards Live 3D Reconstruction from Wearable Video: An Evaluation of V-SLAM, NeRF, and Videogrammetry Techniques21 Nov 2022
- 2022Multi-Agent Active Search using Detection and Location Uncertainty9 Mar 2022
- 2021Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping25 Dec 2021
- 2021AGPNet -- Autonomous Grading Policy Network20 Dec 2021