Trajectory segmentation map-matching approach for large-scale, high-resolution GPS data

L Zhu, JR Holden, JD Gonder - Transportation Research …, 2017 - journals.sagepub.com
With the development of smartphones and portable GPS devices, large-scale, high-
resolution GPS data can be collected. Map matching is a critical step in studying vehicle …

Methods and implementations of road-network matching

M Zhang - 2009 - mediatum.ub.tum.de
Data matching is one of the fundamental measures that helps make different data sets
interoperable. This thesis is devoted to a new contextual matching approach for road …

A literature review of location-aware computing policies: Taxonomy and empirical analysis in mobile environment

AK Gupta, U Shanker - International Journal of Mobile Human …, 2020 - igi-global.com
Location-aware computing systems implementation has the challenge of maintaining its
consistency due to frequent disconnections in the mobile environment. Many other exciting …

A comprehensive review of map-matching techniques: empirical analysis, taxonomy, and emerging research trends

AK Gupta, U Shanker - … Journal of Web Services Research (IJWSR), 2022 - igi-global.com
The map matching method gets simpler with higher precision positioning systems, but
because the positioning framework is still not sufficiently precise or too costly for marginal …

An incremental map-matching algorithm based on hidden markov model

P Szwed, K Pekala - Artificial Intelligence and Soft Computing: 13th …, 2014 - Springer
Map-matching algorithms aim at establishing a vehicle location on a road segment based on
positioning data from a variety of sensors: GPS receivers, WiFi or cellular radios. They are …

Methodology for O‐D matrix estimation using the revealed paths of floating car data on large‐scale networks

A Mitra, A Attanasi, L Meschini… - IET Intelligent Transport …, 2020 - Wiley Online Library
The increasing availability of historical floating car data (FCD) represents a relevant chance
to improve the accuracy of model‐based traffic forecasting systems. A more precise …

[PDF][PDF] A three-step general map matching method in the GIS environment: Travel/transportation study perspective

J Zhou, R Golledge - International Journal of Geographical Information …, 2006 - Citeseer
Despite its application in many fields, map matching in studies of travel/transport geography
is unique in two aspects: 1) The correct road links traversed by the traveler need to be …

Framework for horizontal scaling of map matching: using map-reduce

VS Tiwari, A Arya, S Chaturvedi - … International Conference on …, 2014 - ieeexplore.ieee.org
Map Matching is a well-established problem which deals with map** raw time stamped
location traces to edges of road network graph. Location data traces may be from devices …

Correcting routing information through GPS data processing

TRM Freitas, A Coelho… - 13th International IEEE …, 2010 - ieeexplore.ieee.org
Devices that offer positioning and route guidance depend on updated digital maps for
correct functioning. Updating digital maps is a highly expensive and complex process so it …

Map matching by optimization

K Holmberg - 2015 - diva-portal.org
The problem of map matching appears when evaluating GPS-tracks recorded by service
vehicles, and utilizing GPS-information in graphs suitable for route optimization. The task is …