ReviewSensors (Basel, Switzerland)2022
A Review of Mobile Mapping Systems: From Sensors to Applications.
Review in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
20 citing papers in PubMed.
- Quantitative Validation of a GNSS Campaign Planning Model for Kinematic Surveys: A Comparison of GPS and GPS/GLONASS Configurations.Sensors (Basel, Switzerland) · 2026Article
- Practical Evaluation of Standard 3D Gaussian Splatting for Real-World Scene Reconstruction.Sensors (Basel, Switzerland) · 2026Article
- A Low-Cost Vision-GPS Framework for the Unified Mapping of Vertical and Horizontal Road Assets Using Deep Learning.Sensors (Basel, Switzerland) · 2026Article
- Comparative Performance Evaluation of Multi-Type LiDAR Sensors and Their Applicability to Sidewalk HD Mapping.Sensors (Basel, Switzerland) · 2026Article
- Three-Dimensional Data Acquisition Methods and Their Use in River Levee Topographic Survey.Sensors (Basel, Switzerland) · 2026Article
- Integrating Advanced Technologies for Environmental Valuation in Legacy Mining Sites: The Role of Digital Twins at Lavrion Technological and Cultural Park.Sensors (Basel, Switzerland) · 2025Article
- Evaluation of Helmet Wearing Compliance: A Bionic Spidersense System-Based Method for Helmet Chinstrap Detection.Biomimetics (Basel, Switzerland) · 2025Article
- Building the Future of Transportation: A Comprehensive Survey on AV Perception, Localization, and Mapping.Sensors (Basel, Switzerland) · 2025Review
- Generating Seamless Three-Dimensional Maps by Integrating Low-Cost Unmanned Aerial Vehicle Imagery and Mobile Mapping System Data.Sensors (Basel, Switzerland) · 2025Article
- Article
- YUTO MMS: A comprehensive SLAM dataset for urban mobile mapping with tilted LiDAR and panoramic camera integration.The International journal of robotics research · 2025Article
- Vehicle Localization Using Crowdsourced Data Collected on Urban Roads.Sensors (Basel, Switzerland) · 2024Article
- Ant3D-A Fisheye Multi-Camera System to Survey Narrow Spaces.Sensors (Basel, Switzerland) · 2024Article
- 3D Road Boundary Extraction Based on Machine Learning Strategy Using LiDAR and Image-Derived MMS Point Clouds.Sensors (Basel, Switzerland) · 2024Article
- Rapid Geometric Evaluation of Transportation Infrastructure Based on a Proposed Low-Cost Portable Mobile Laser Scanning System.Sensors (Basel, Switzerland) · 2024Article
- Multi-Sensor HR Mass Data Models toward Multi-Temporal-Layered Digital Twins: Maintenance, Design and XR Informed Tour of the Multi-Stratified Appian Way (PAAA).Sensors (Basel, Switzerland) · 2023Article
- Camera-Aided Orientation of Mobile Lidar Point Clouds Acquired from an Uncrewed Water Vehicle.Sensors (Basel, Switzerland) · 2023Article
- Towards Automated Inspections of Tunnels: A Review of Optical Inspections and Autonomous Assessment of Concrete Tunnel Linings.Sensors (Basel, Switzerland) · 2023Review
- Empirical Analysis of Autonomous Vehicle's LiDAR Detection Performance Degradation for Actual Road Driving in Rain and Fog.Sensors (Basel, Switzerland) · 2023Article
- Application of Mobile Mapping System to a Cable-Stayed Bridge in Thailand.Sensors (Basel, Switzerland) · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The evolution of mobile mapping systems (MMSs) has gained more attention in the past few decades. MMSs have been widely used to provide valuable assets in different applications. This has been facilitated by the wide availability of low-cost sensors, advances in computational resources, the maturity of mapping algorithms, and the need for accurate and on-demand geographic information system (GIS) data and digital maps. Many MMSs combine hybrid sensors to provide a more informative, robust, and stable solution by complementing each other. In this paper, we presented a comprehensive review of the modern MMSs by focusing on: (1) the types of sensors and platforms, discussing their capabilities and limitations and providing a comprehensive overview of recent MMS technologies available in the market; (2) highlighting the general workflow to process MMS data; (3) identifying different use cases of mobile mapping technology by reviewing some of the common applications; and (4) presenting a discussion on the benefits and challenges and sharing our views on potential research directions.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.