ArticleSensors (Basel, Switzerland)2021
Validation of a Low-Cost Pavement Monitoring Inertial-Based System for Urban Road Networks.
Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
8 citing papers in PubMed.
- Road Surface Condition Evaluation Using Imaging, LiDAR, and Multi-Grade Navigation Systems.Sensors (Basel, Switzerland) · 2026Article
- A Vibration-Based Methodology to Monitor Road Surface: A Process to Overcome the Speed Effect.Sensors (Basel, Switzerland) · 2024Article
- A Robotized Raspberry-Based System for Pothole 3D Reconstruction and Mapping.Sensors (Basel, Switzerland) · 2023Article
- Smart Streets as a Cyber-Physical Social Platform: A Conceptual Framework.Sensors (Basel, Switzerland) · 2023Article
- Pavement Distress Estimation via Signal on Graph Processing.Sensors (Basel, Switzerland) · 2022Article
- Development of a GIS-Based Methodology for the Management of Stone Pavements Using Low-Cost Sensors.Sensors (Basel, Switzerland) · 2022Article
- Development and Testing of a 5G Multichannel Intelligent Seismograph Based on Raspberry Pi.Sensors (Basel, Switzerland) · 2022Article
- Technical Proposal for Monitoring Thermal and Mechanical Stresses of a Runway Pavement.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Road networks are monitored to evaluate their decay level and the performances regarding ride comfort, vehicle rolling noise, fuel consumption, etc. In this study, a novel inertial sensor-based system is proposed using a low-cost inertial measurement unit (IMU) and a global positioning system (GPS) module, which are connected to a Raspberry Pi Zero W board and embedded inside a vehicle to indirectly monitor the road condition. To assess the level of pavement decay, the comfort index
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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.