TrajCompressor: An Online Map-matching-based Trajectory Compression Framework Leveraging Vehicle Heading Direction and Change
Massive and redundant vehicle trajectory data are continuously sent to the data center via
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …
VTracer: When online vehicle trajectory compression meets mobile edge computing
Vehicles can be easily tracked due to the proliferation of vehicle-mounted global positioning
system (GPS) devices. VTracer is a cost-effective mobile system for online trajectory …
system (GPS) devices. VTracer is a cost-effective mobile system for online trajectory …
改进的Sliding Window 在线船舶AIS 轨迹数据压缩算法
高邈， 史国友， 李伟峰 - 交通运输工程学报, 2018 - transport.chd.edu.cn
分析了船舶AIS 数据的时间序列特征与船舶操纵特性, 提出了改进的Sliding Window
在线压缩算法; 计算了277 艘船舶总计1 026 408 个坐标点的AIS 轨迹数据 …
在线压缩算法; 计算了277 艘船舶总计1 026 408 个坐标点的AIS 轨迹数据 …
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 …
studies show the need to address trajectory compression. The demand for accuracy and the …
Online compression algorithm of AIS trajectory data based on improved sliding window
GAO Miao, SHI Guo-you, LI Wei-feng - 交通运输工程学报, 2018 - transport.chd.edu.cn
The time series characteristics of ship AIS data and ship maneuvering characteristics were
analyzed. An improved sliding window online compression algorithm was proposed. The …
analyzed. An improved sliding window online compression algorithm was proposed. The …
A knowledge-enhanced framework for imitative transportation trajectory generation
Designing efficient tools for modeling and analyzing transportation trajectories help improve
various smart city services, eg, location prediction, business recommendation and traffic …
various smart city services, eg, location prediction, business recommendation and traffic …
Clockwise compression for trajectory data under road network constraints
Big trajectory data introduces severe challenges for data storage and communication. In this
paper, we propose a novel compression framework called Clockwise Compression …
paper, we propose a novel compression framework called Clockwise Compression …
Relationships of compression ratio and error in trajectory simplification algorithms
GPS trajectory simplification algorithms are of great importance for GPS data analysis and
processing. The correct selection of these algorithms in accordance with the type of …
processing. The correct selection of these algorithms in accordance with the type of …
GPS trajectory compression algorithm
G Reyes Zambrano - … , ICCCE 2018, Guayaquil, Ecuador, October 25–27 …, 2019 - Springer
This research is oriented toward the development of a trajectory compression algorithm for
global positioning systems. In order to increase the compression ratio of the data, an …
global positioning systems. In order to increase the compression ratio of the data, an …
Trajectory Data Compression
Massive and redundant vehicle trajectory data are continuously sent to the data center via
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …