Mining GPS Data for Trajectory Recommendation [PDF]
The wide use of GPS sensors in smart phones encourages people to record their personal trajectories and share them with others in the Internet. A recommendation service is needed to help people process the large quantity of trajectories and select potentially interesting ones.
Peifeng Yin +3 more
openaire +1 more source
Inferring Movement Trajectories from GPS Snippets [PDF]
Inferring movement trajectories can be a challenging task, in particular when detailed tracking information is not available due to privacy and data collection constraints. In this paper we present a complete and computationally tractable model for estimating and predicting trajectories based on sparsely sampled, anonymous GPS land-marks that we call ...
Mu Li 0003 +2 more
openaire +1 more source
A Dempster-Shafer based approach to the detection of trajectory stop points [PDF]
Nowadays, location-based data collected by GPS-equipped devices such as smartphones and cars are often stored as spatio-temporal sequences of points denoted as trajectories.
Christophe Claramunt +5 more
core +1 more source
Batch Simplification Algorithm for Trajectories over Road Networks
The steady increase in data generation by GPS systems poses storage challenges. Previous studies show the need to address trajectory compression. The demand for accuracy and the magnitude of data require effective compression strategies to reduce storage.
Gary Reyes +3 more
doaj +1 more source
Classifying pedestrian movement behaviour from GPS trajectories using visualization and clustering [PDF]
Research presented in this paper was funded by a Strategic Research Cluster grant [07/SRC/I1168] by the Science Foundation Ireland under the National Development Plan.
McLoone, Seán; id_orcid +5 more
core +1 more source
Shortest path and vehicle trajectory aided map-matching for low frequency GPS data [PDF]
Map-matching algorithms that utilise road segment connectivity along with other data (i.e. position, speed and heading) in the process of map-matching are normally suitable for high frequency (1Hz or higher) positioning data from GPS. While applying such
Washington, Simon +4 more
core +1 more source
GPS-DENIED GEO-LOCALISATION USING VISUAL ODOMETRY [PDF]
The primary method for geo-localization is based on GPS which has issues of localization accuracy, power consumption, and unavailability. This paper proposes a novel approach to geo-localization in a GPS-denied environment for a mobile platform.
A. Gupta, H. Chang, A. Yilmaz
doaj +1 more source
It’s a long way to Monte-Carlo: probabilistic display in GPS navigation [PDF]
We present a mobile, GPS-based multimodal navigation system, equipped with inertial control that allows users to explore and navigate through an augmented physical space, incorporating and displaying the uncertainty resulting from inaccurate sensing and ...
Strachan, S. +5 more
core +1 more source
Trajectory Clustering for People's Movement Pattern Based on Crowd Souring Data [PDF]
With the increasing availability of GPS-enabled devices, a huge amount of GPS trajectories recording people's location traces have been accumulated and shared freely on the Web.
J. Chen, T. Hu, P. Zhang, W. Shi
doaj +1 more source
Target moving trajectory estimation by multiple receivers based on GPS forward scattering radar
The estimation of target moving trajectory by the multiple receivers based on global positioning system (GPS) forward scattering radar has been first presented in the study, which cannot be obtained by the traditional method.
Chaoqun Gao +3 more
doaj +1 more source

