Essays about: "Congestion detection"

Showing result 1 - 5 of 14 essays containing the words Congestion detection.

  1. 1. Learning Based Road Estimation

    University essay from Lunds universitet/Matematik LTH

    Author : Sanna Amirijoo; Karl Niwong; [2023]
    Keywords : Mathematics and Statistics;

    Abstract : The interest in autonomous driving has vastly increased, leading to a surge in research and development efforts over the past decades. This technology could enhance road safety, alleviate traffic congestion, and yield numerous environmental and economic benefits. READ MORE

  3. 2. Data Trustworthiness Assessment for Traffic Condition Participatory Sensing Scenario

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Hairuo Gao; [2022]
    Keywords : Participatory sensing; Data trustworthiness assessment; Anomaly detection; Traffic prediction; Deep neural network; Deltagande avkänning; Bedömning av uppgifternas tillförlitlighet; Upptäckt av anomalier; Trafikprognoser; Djupt neuralt nätverk;

    Abstract : Participatory Sensing (PS) is a common mode of data collection where valuable data is gathered from many contributors, each providing data from the user’s or the device’s surroundings via a mobile device, such as a smartphone. This has the advantage of cost-efficiency and wide-scale data collection. READ MORE

  4. 3. AI-Powered Network Traffic Prediction

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Amin Bolakhrif; [2021]
    Keywords : Deep Learning; IP Address; Machine Learning; Network Traffic Flows; Neural Networks; Predictive Model; Regression.; Djupinlärning; IP Address; Maskininlärning; Nätverkstrafikflöden; Neurala Nätverk; Prediktionsmodell; Regression.;

    Abstract : In this Internet and big data era, resource management has become a crucial task to ensure the quality of service for users in modern wireless networks. Accurate and rapid Internet traffic data is essential for many applications in computer networking to enable high networking performance. READ MORE

  5. 4. Road traffic congestion detection and tracking with Spark Streaming analytics

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Thorsteinn Thorri Sigurdsson; [2018]
    Keywords : streaming; graph processing; congestion; community detection; connected components;

    Abstract : Road traffic congestion causes several problems. For instance, slow moving traffic in congested regions poses a safety hazard to vehicles approaching the congested region and increased commuting times lead to higher transportation costs and increased pollution. READ MORE

  6. 5. Dynamic Link Flow Estimation according to Historical Travel Times

    University essay from Linköpings universitet/Kommunikations- och transportsystem; Linköpings universitet/Tekniska högskolan

    Author : Mahdi Abrishami; [2017]
    Keywords : DNLTT Algorithm; DTA model; Dynamic Network Loading; OD Demand Optimization; Historical link Travel Times;

    Abstract : Vast application of ITS and the availability of numerous on-road detection devices has resulted in variety of alternative data sources to be exploited and used in the field of traffic modelling. In this thesis, historical travel times, as an alternative data source, is employed on the developed method to perform dynamic network loading. READ MORE