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Sequence Decision Transformer for Adaptive Traffic Signal Control [PDF]

open access: yesSensors
Urban traffic congestion poses significant economic and environmental challenges worldwide. To mitigate these issues, Adaptive Traffic Signal Control (ATSC) has emerged as a promising solution.
Rui Zhao   +5 more
doaj   +2 more sources

Review of Intelligent Traffic Signal Control Strategies Driven by Deep Reinforcement Learning [PDF]

open access: yesJisuanji kexue, 2023
With the rapid growth of urban populations,the number of private cars has grown exponentially,which makes overwhelming traffic congestion problem become more and more acute.The traditional traffic signal control technology is difficult to adapt to the ...
YU Ze, NING Nianwen, ZHENG Yanliu, LYU Yining, LIU Fuqiang, ZHOU Yi
doaj   +1 more source

Validating the Interval Valued Neutrosophic Soft Set Traffic Signal Control Model Using Delay Simulation [PDF]

open access: yesNeutrosophic Sets and Systems, 2022
Currently most signalized intersections in almost all developing countries use fixed time traffic controllers or pre-timed traffic lights. But as a real life situation, in addition to uncertainty and impreciseness there is also indeterminacy in traffic ...
Endalkachew Teshome Ayele   +2 more
doaj   +1 more source

Robust Design Scheme of C-Type Filter Considering Harmonic Dynamic Characteristics of Traction Power Supply System

open access: yesIEEE Access, 2022
The passive filters are widely used in the harmonic control of traction power supply system. However, high-speed trains have many types and frequent working conditions, which result in random dynamic characteristics of the harmonic spectrum of the trains.
Hexiang Wu   +3 more
doaj   +1 more source

Capacity-Aware Backpressure Traffic Signal Control [PDF]

open access: yesIEEE Transactions on Control of Network Systems, 2015
9 pages, submitted to IEEE ...
Gregoire, Jean   +4 more
openaire   +3 more sources

Reliability-aware failure recovery for cloud computing based automatic train supervision systems in urban rail transit using deep reinforcement learning

open access: yesJournal of Cloud Computing: Advances, Systems and Applications, 2023
As urban rail transit construction advances with information technology, modernization, information, and intelligence have become the direction of development. A growing number of cloud platforms are being developed for transit in urban areas.
Li Zhu   +5 more
doaj   +1 more source

Data-Driven Bias Correction and Defect Diagnosis Model for In-Service Vehicle Acceleration Measurements

open access: yesSensors, 2020
Track quality instruments use low-cost accelerometers placed on or attached to the floors of operating trains, and these instruments collect substantial amounts of data over short inspection periods.
Lei Bai, Rengkui Liu, Qing Li
doaj   +1 more source

Adaptive traffic control systems for urban networks [PDF]

open access: yesTehnika, 2017
Adaptive traffic control systems represent complex, but powerful tool for improvement of traffic flow conditions in locations or zones where applied. Many traffic agencies, especially those that have a large number of signalized intersections with high ...
Radivojević Danilo   +3 more
doaj   +1 more source

Urban Traffic Signal Control under Mixed Traffic Flows: Literature Review

open access: yesApplied Sciences, 2023
Mixed traffic flows are opening up new areas for research and are seen as key drivers in the field of data and services that will make roads safer and more environmentally friendly.
Željko Majstorović   +3 more
doaj   +1 more source

The traffic signal control problem for intersections: a review

open access: yesEuropean Transport Research Review, 2020
Background The intersection traffic signal control problem (ITSCP) has become even more important as traffic congestion has been more intractable.
Myungeun Eom, Byung-In Kim
doaj   +1 more source

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