When intelligent transportation systems sensing meets edge computing: Vision and challenges

X Zhou, R Ke, H Yang, C Liu - Applied Sciences, 2021 - mdpi.com
The widespread use of mobile devices and sensors has motivated data-driven applications
that can leverage the power of big data to benefit many aspects of our daily life, such as …

Freight resilience measures

TM Adams, KR Bekkem… - Journal of Transportation …, 2012 - ascelibrary.org
People, industries, and public agencies all face the possibility of sudden events that disrupt
their normal activities. Disasters on the transportation network, whether attributable to …

SQUISH: an online approach for GPS trajectory compression

J Muckell, JH Hwang, V Patil, CT Lawson… - Proceedings of the 2nd …, 2011 - dl.acm.org
GPS-equipped mobile devices such as smart phones and in-car navigation units are
collecting enormous amounts spatial and temporal information that traces a moving object's …

Identifying intercity freight trip ends of heavy trucks from GPS data

Y Yang, B Jia, XY Yan, J Li, Z Yang, Z Gao - Transportation Research Part …, 2022 - Elsevier
The intercity freight trips of heavy trucks are basic data for transportation system planning
and management. In recent decades, extracting intercity freight trips from GPS data has …

Commercial vehicle travel time estimation in urban networks using gps data from multiple sources

EF Morgul, K Ozbay, S Iyer… - … Research Board 92nd …, 2013 - trid.trb.org
Realistic travel time estimations for urban commercial vehicle movements is challenging due
to limited observed data, large number of Origin-Destination (OD) pairs in urban networks …

Integration of Weigh-in-Motion (WIM) and inductive signature data for truck body classification

SV Hernandez, A Tok, SG Ritchie - Transportation Research Part C …, 2016 - Elsevier
Transportation agencies tasked with forecasting freight movements, creating and evaluating
policy to mitigate transportation impacts on infrastructure and air quality, and furnishing the …

Identifying intracity freight trip ends from heavy truck GPS trajectories

Y Yang, B Jia, XY Yan, R Jiang, H Ji, Z Gao - Transportation Research Part …, 2022 - Elsevier
Intracity heavy truck freight trips are basic data in city freight system planning and
management. In the big data era, massive heavy truck GPS trajectories can be acquired cost …

Processing commercial global positioning system data to develop a web-based truck performance measures program

X Ma, ED McCormack, Y Wang - Transportation Research …, 2011 - journals.sagepub.com
Although trucks move larger volumes of goods than other modes of transportation, public
agencies know little about their travel patterns and how the roadway network performs for …

Collecting commercial vehicle tour data with passive global positioning system technology: Issues and potential applications

SP Greaves, MA Figliozzi - Transportation Research Record, 2008 - journals.sagepub.com
The assessment of strategies designed to manage the continued growth in road-based
freight and associated externalities has been hampered by a paucity of disaggregate data …

Algorithms for compressing GPS trajectory data: an empirical evaluation

J Muckell, JH Hwang, CT Lawson, SS Ravi - Proceedings of the 18th …, 2010 - dl.acm.org
The massive volumes of trajectory data generated by inexpensive GPS devices have led to
difficulties in processing, querying, transmitting and storing such data. To overcome these …