[HTML][HTML] Traffic state estimation and classification on citywide scale using speed transition matrices
The rising need for mobility, especially in large urban centers, consequently results in
congestion, which leads to increased travel times and pollution. Advanced traffic …
congestion, which leads to increased travel times and pollution. Advanced traffic …
[HTML][HTML] Integration of carbon dioxide sensor with GNSS receiver for dynamic air quality monitoring applications
L Yola, GA Nanditho, K Kobayashi, D Manandhar - Sensors International, 2024 - Elsevier
Air pollution is a significant problem in big cities due to the rapid increase of anthropogenic
activities and severe traffic congestion. Therefore, real-time and micro tools for air monitoring …
activities and severe traffic congestion. Therefore, real-time and micro tools for air monitoring …
[HTML][HTML] Magnetic field gradient-based EKF for velocity estimation in indoor navigation
This paper proposes an advanced solution to improve the inertial velocity estimation of a
rigid body, for indoor navigation, through implementing a magnetic field gradient-based …
rigid body, for indoor navigation, through implementing a magnetic field gradient-based …
[HTML][HTML] The Real-Time Detection of Vertical Displacements by Low-Cost GNSS Receivers Using Precise Point Positioning
A Maciejewska, M Lackowski, T Hadas, K Maciuk - Sensors, 2024 - mdpi.com
Vertical displacements are traditionally measured with precise levelling, which is inherently
time consuming. Rapid or even real-time height determination can be achieved by the …
time consuming. Rapid or even real-time height determination can be achieved by the …
[HTML][HTML] Transition state matrices approach for trajectory segmentation based on transport mode change criteria
Identifying distribution of users' mobility is an essential part of transport planning and traffic
demand estimation. With the increase in the usage of mobile devices, they have become a …
demand estimation. With the increase in the usage of mobile devices, they have become a …
Comparison of the performance of gradient boosting, logistic regression, and linear Support Vector Classifier algorithms in classifying travel modes based on GNSS …
O Shamohammadi, P Pahlavani… - … Archives of the …, 2023 - isprs-archives.copernicus.org
Public transportation system capacity must be compatible with the frequency of daily trips.
Smart mobile phones can collect positioning data at different times, which can detect …
Smart mobile phones can collect positioning data at different times, which can detect …
Classification of Travel Modes from Cellular Network Data Using Machine Learning Algorithms
L Tišljarić, D Cvetek, V Vareškić… - 2021 International …, 2021 - ieeexplore.ieee.org
Data availability in recent years has grown exponentially, allowing researchers in the
transport sector to harness valuable information regarding traffic flows. In that sense, cellular …
transport sector to harness valuable information regarding traffic flows. In that sense, cellular …
Road Traffic State Classification Based on Speed Transition Matrix
L Tišljarić - 2023 - repozitorij.unizg.hr
Sažetak The accelerated development of communication technologies in this decade has
allowed the use of large spatiotemporal traffic datasets for research related to intelligent …
allowed the use of large spatiotemporal traffic datasets for research related to intelligent …
[PDF][PDF] Transition State Matrices Approach for Trajectory Segmentation Based on Transport Mode Change Criteria. Sustainability 2022, 14, 2756
M Erdelic, T Caric, T Erdelic, L Tišljaric - 2022 - academia.edu
Identifying distribution of users' mobility is an essential part of transport planning and traffic
demand estimation. With the increase in the usage of mobile devices, they have become a …
demand estimation. With the increase in the usage of mobile devices, they have become a …
벡터임베딩을활용한스마트폰궤적의이동모드분류
이지윤, 강영옥 - 대한공간정보학회지, 2023 - dbpia.co.kr
본 연구에서는 이동 궤적을 일정한 간격으로 분리하여 세그먼트를 추출하고 해당 구간의 이동
모드 (travel mode) 를 추론하였다. 특히 레이블이 없는 원시 데이터의 이동 모드를 효과적으로 …
모드 (travel mode) 를 추론하였다. 특히 레이블이 없는 원시 데이터의 이동 모드를 효과적으로 …