Crowdsensing-based
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Crowdsensing-based
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WebNov 21, 2024 · ∙ share This paper summarizes the Crowdsensing-based Road Damage Detection Challenge (CRDDC), a Big Data Cup organized as a part of the IEEE International Conference on Big Data'2024. The Big Data Cup challenges involve a released dataset and a well-defined problem with clear evaluation metrics. WebApr 3, 2024 · crowdsensing-based traffic monitoring and route naviga tion. app, WAZE, h as already achieved more than 100 million. downloads with a user score up to 4.6/5 on Google Play [2].
WebJan 10, 2024 · Mobile crowdsensing (MCS) has become a prominent paradigm to collect and share data based on sensing devices with built-in sensors in the Internet of Things (IoT) era. Web1 day ago · April 2024
WebJan 25, 2024 · As the number of smart cars grows rapidly, vehicular crowdsensing (VCS) becomes gradually popular. In a VCS infrastructure, sensing devices and computing units hold on smart cars as well as cloud server form an IoT-edge-cloud continuum to perform real-time sensing tasks. WebSpatial density-based clustering was implemented in a multi-vehicle scenario, to improve reliability and optimize detection results. The performance of the model is evaluated with confusion matrix-based classification metrics. ... Li, X.; Goldberg, D.W. Toward a mobile crowdsensing system for road surface assessment. Comput. Environ. Urban Syst ...
WebFeb 23, 2024 · Targeting at the issues mentioned above, we propose a Minimum tracking Region and Maximun system Utility (MRMU) algorithm to develop MobiTrack, a MCS-based system that recruits an optimal set of workers to collaboratively take photographs to track the object in the city. The main contributions of this paper are as follows.
WebSep 13, 2024 · This repository contains source code and trained models fo Crowdsensing-based Road Damage Detection Challenge that was held as part of 2024 IEEE Big Data conference. The following are the results of our group in this competition Sample predictions: Table of contents 1. Prerequisites 2. Quick-start 3. Inference (Detection) 4. … pool hose adapter 1.5 to 2WebSep 26, 2024 · Abstract. The advent of crowdsensing technology has provided a promising possibility for monitoring noise pollution in large-scale areas. Constructing noise map by using mobile smart phones in a cost-effective manner is being widely used in the city and industrial plants. In this short paper, the state-of-the-art crowdsensing-based … pool hose adapter for vacuumWebTwo critical challenges exist in developing the crowdsensing-based groundwater contamination estimation solution: i) the spatial irregularity of the crowdsensing … pool hose for backwashWebJan 29, 2024 · In order to efficiently gather vast amounts of sensing data, crowdsensing apps make use of the widespread smartphone user base. A highly competent user’s participation is necessary to ensure the accuracy of sensing data. These knowledgeable users must be sufficiently rewarded for making up for their resource usage to encourage … share best practices from your work routineWebI have been exploring diverse issues around mobile sensing and ubiquitous computing and designed various algorithms to enable context-aware … pool hoses for cleanersWebFeb 15, 2024 · This research contributes to the optimization of task allocation in MCS and advances the integration of edge computing in MCS systems. In the field of mobile crowd sensing (MCS), the traditional client–cloud architecture faces increasing challenges in communication and computation overhead. pool hose reel with wheelsWebMar 24, 2024 · Then, based on this information, a crowdsensing scoring method is established. Second, the hybrid particle swarm genetic optimization algorithm is exploited to generate a single-object route, and the fast nondominated Pareto sorting algorithm is exploited to find the optimized solution. Then, the hybrid tabu algorithm is used to … share best practices examples