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Vehicular mobility patterns and their applications to Internet-of-Vehicles: A comprehensive survey
With the growing popularity of the Internet-of-Vehicles (IoV), it is of pressing necessity to
understand transportation traffic patterns and their impact on wireless network designs and …
understand transportation traffic patterns and their impact on wireless network designs and …
GOI: A novel design for vehicle positioning and trajectory prediction under urban environments
In this paper, we propose a new paradigm of GPS and OBD Integration (GOI) based on GPS
receiver and on-board diagnostics (OBD) reader, which offers a feasible way for large-scale …
receiver and on-board diagnostics (OBD) reader, which offers a feasible way for large-scale …
Collecting comprehensive traffic information using pavement vibration monitoring data
Z Ye, H **ong, L Wang - Computer‐Aided Civil and …, 2020 - Wiley Online Library
Traffic data is essential for intelligent traffic management and road maintenance. However,
the enormous effort used for data collection and analysis, combined with conventional …
the enormous effort used for data collection and analysis, combined with conventional …
MagPIE: A dataset for indoor positioning with magnetic anomalies
D Hanley, AB Faustino, SD Zelman… - 2017 International …, 2017 - ieeexplore.ieee.org
In this paper, we present a publicly available dataset for the evaluation of indoor positioning
algorithms that use magnetic anomalies. Our dataset contains IMU and magnetometer …
algorithms that use magnetic anomalies. Our dataset contains IMU and magnetometer …
Intelligent real-time MEMS sensor fusion and calibration
This paper discusses an innovative adaptive heterogeneous fusion algorithm based on the
estimation of the mean square error of all variables used in real-time processing. The …
estimation of the mean square error of all variables used in real-time processing. The …
HybridBaro: Mining driving routes using barometer sensor of smartphone
Recent research showed that human mobility is characterized by reproducible patterns, ie,
humans tend to travel a few known places. Timely identification of these significant journeys …
humans tend to travel a few known places. Timely identification of these significant journeys …
Approach for 4-d trajectory management based on HMM and trajectory similarity
Y Lin, B Yang, J Zhang, H Liu - Journal of Marine Science and …, 2019 - jmstt.ntou.edu.tw
To improve the accuracy and stability of flight trajectory prediction, a novel four-dimensional
(4-D) trajectory management approach is proposed in this paper, which consists of the …
(4-D) trajectory management approach is proposed in this paper, which consists of the …
Fault detection strategy of vehicle wheel angle signal via long short-term memory network and improved sequential probability ratio test
S Zou, W Zhao, C Wang, F Chen - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
In order to improve the accuracy of fault detection results, this paper proposes a novel fault
detection strategy of vehicle wheel angle signal via long short-term memory network (LSTM) …
detection strategy of vehicle wheel angle signal via long short-term memory network (LSTM) …
Passing vehicle road occupancy detection using the magnetic sensor array
J Balamutas, D Navikas, V Markevičius… - IEEE …, 2023 - ieeexplore.ieee.org
The increasing presence of vehicles on roads necessitates intelligent traffic management
solutions in areas where video cameras cannot be utilized. Currently, there are limited …
solutions in areas where video cameras cannot be utilized. Currently, there are limited …
Rao–blackwellized Gaussian smoothing
In this paper, we consider Rao–Blackwellization of linear substructures in sigma-point-
based Gaussian assumed density smoothers. We derive marginalized prediction …
based Gaussian assumed density smoothers. We derive marginalized prediction …