Dynamic bus arrival time prediction: a temporal difference learning approach

LKP Vignesh, A Achar, G Karthik - 2020 International Joint …, 2020 - ieeexplore.ieee.org
Public transport buses suffer travel time uncertainties owing to diverse factors such as dwell
times at bus stops, signals, seasonal variations and fluctuating travel demands etc. Traffic in …

Travel Time Prediction and Route Performance Analysis in BRTS based on Sparse GPS Data

A Kakarla, VSKR Munagala, T Ishizaka… - 2021 IEEE 93rd …, 2021 - ieeexplore.ieee.org
A Bus Rapid Transit System (BRTS) with earmarked lanes potentially provides efficient
public transportation, and helps in controlling urban traffic congestion. While travel time …

Advanced Urban Public Transportation System

P Rajput - 2023 - shodhganga.inflibnet.ac.in
newline Road network provides essential connectivity to the passengers and commercial
freights. With the growth in urbanization, the number of private vehicle users has increased …

Real-Time Information for Transit Arrivals: A Review

D López, A Lozano - 2022 IEEE 7th International Conference …, 2022 - ieeexplore.ieee.org
This text presents a review of real-time transit arrival estimation models. The authors studied
papers published in transportation journals from 1995 to 2022. First, different network …

A Framework to Characterize, Estimate, and Predict Vehicle Class-agnostic Traffic States and Class-wise Speeds using Class-agnostic Disaggregated Travel Time …

AK Ashok, BR Chilukuri - 2024 - techrxiv.org
For homogeneous traffic, where all vehicles are the same type, the traffic state is
characterised by speed, flow, density, queue length, etc. In mixed traffic conditions …

Accurate Bus Arrival Time from Linear and Non-Linear Route Parameters Using Hybrid Predictors

G RS - 2021 2nd International Conference on Smart …, 2021 - ieeexplore.ieee.org
Nowadays, public transportation plays a major role in various countries. Utilizing public
transport is one of the important factors which indicates the quality of transportation …

Review of research on prediction algorithms of bus headway

L Lian, J Shang, X Zong - 2020 7th International Conference on …, 2020 - ieeexplore.ieee.org
Public transportation plays an important role in the city's intelligent transportation system.
Accurate bus headway forecast is crucial for passengers to arrange their travel time and for …

Multi-Headed Self-Attention Mechanism-Based Transformer Model for Predicting Bus Travel Times Across Multiple Bus Routes Using Heterogeneous Datasets

MA Zahin - 2023 - search.proquest.com
Bus transit is a crucial component of transportation networks, especially in urban areas. Bus
agencies must enhance the quality of their real-time bus travel information service to serve …

Clairvoyance: Intelligent Route Planning for Electric Buses Based on Urban Big Data

X Lu, K Ota, M Dong, C Yu, H Jin - arXiv preprint arXiv:2112.04682, 2021 - arxiv.org
Nowadays many cities around the world have introduced electric buses to optimize urban
traffic and reduce local carbon emissions. In order to cut carbon emissions and maximize the …

Modeling and quantifying uncertainty in bus arrival timeprediction

O Josefsson - 2023 - diva-portal.org
Public transportation operates in an environment which, due to its nature of numerous
possibly influencing factors, is highly stochastic. This makes predictions of arrival times …