A critical review of real-time map-matching algorithms: Current issues and future directions

M Hashemi, HA Karimi - Computers, Environment and Urban Systems, 2014 - Elsevier
Current navigation systems/services allow drivers to keep track of their precise whereabouts
and provide optimal routes to reach specified locations. A reliable map-matching algorithm …

Analytical review of map matching algorithms: analyzing the performance and efficiency using road dataset of the indian subcontinent

S Singh, J Singh, SB Goyal, M El Barachi… - … Methods in Engineering, 2023 - Springer
Precise position information of moving entities on digital road networks is a vital requirement
of location-based applications. Location information received from Global Positioning …

Current map-matching algorithms for transport applications: State-of-the art and future research directions

MA Quddus, WY Ochieng, RB Noland - Transportation research part c …, 2007 - Elsevier
Map-matching algorithms integrate positioning data with spatial road network data (roadway
centrelines) to identify the correct link on which a vehicle is travelling and to determine the …

[HTML][HTML] Shortest path and vehicle trajectory aided map-matching for low frequency GPS data

M Quddus, S Washington - Transportation Research Part C: Emerging …, 2015 - Elsevier
Map-matching algorithms that utilise road segment connectivity along with other data (ie
position, speed and heading) in the process of map-matching are normally suitable for high …

Detecting sybil attacks using proofs of work and location in vanets

M Baza, M Nabil, MMEA Mahmoud… - … on Dependable and …, 2020 - ieeexplore.ieee.org
Vehicular Ad Hoc Networks (VANETs) have the potential to enable the next-generation
Intelligent Transportation Systems (ITS). In ITS, data contributed by vehicles can build a …

GPS localization accuracy classification: A context-based approach

NM Drawil, HM Amar, OA Basir - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Global Positioning System (GPS) localization has been attracting attention recently in
various areas, including intelligent transportation systems (ITSs), navigation systems, road …

A high accuracy fuzzy logic based map matching algorithm for road transport

MA Quddus, RB Noland… - Journal of Intelligent …, 2006 - Taylor & Francis
Recent research on map matching algorithms for land vehicle navigation has been based
on either a conventional topological analysis or a probabilistic approach. The input to these …

Developing an enhanced weight-based topological map-matching algorithm for intelligent transport systems

NR Velaga, MA Quddus, AL Bristow - Transportation Research Part C …, 2009 - Elsevier
Map-matching (MM) algorithms integrate positioning data from a Global Positioning System
(or a number of other positioning sensors) with a spatial road map with the aim of identifying …

Personalized travel route recommendation using collaborative filtering based on GPS trajectories

G Cui, J Luo, X Wang - International journal of digital earth, 2018 - Taylor & Francis
Travelling is a critical component of daily life. With new technology, personalized travel route
recommendations are possible and have become a new research area. A personalized …

The path inference filter: model-based low-latency map matching of probe vehicle data

T Hunter, P Abbeel, A Bayen - IEEE Transactions on Intelligent …, 2013 - ieeexplore.ieee.org
We consider the problem of reconstructing vehicle trajectories from sparse sequences of
GPS points, for which the sampling interval is between 1 s and 2 min. We introduce a new …