[HTML][HTML] Transportation Mode Detection Using Learning Methods and Self-Contained Sensors
I Gharbi, F Taia-Alaoui, H Fourati, N Vuillerme, Z Zhou - Sensors, 2024 - mdpi.com
Due to increasing traffic congestion, travel modeling has gained importance in the
development of transportion mode detection (TMD) strategies over the past decade …
development of transportion mode detection (TMD) strategies over the past decade …
TMD-BERT: A Transformer-Based Model for Transportation Mode Detection
Aiming to differentiate various transportation modes and detect the means of transport an
individual uses, is the focal point of transportation mode detection, one of the problems in …
individual uses, is the focal point of transportation mode detection, one of the problems in …
The design and maintenance of low-orbit navigation constellation for traffic control in a smart city
The traffic control issue in the smart city scenario gives rise to the higher requirements of
Global Navigation Satellite System (GNSS) services, especially in terms of navigation …
Global Navigation Satellite System (GNSS) services, especially in terms of navigation …
Multiple tree model integration for transportation mode recognition
Y Ren - Adjunct Proceedings of the 2021 ACM International …, 2021 - dl.acm.org
The team RY presents a solution for Sussex-Huawei Locomotion-Transportation (SHL)
recognition challenge, which aims at differentiating eight transportation modes with mobile …
recognition challenge, which aims at differentiating eight transportation modes with mobile …
Transportation mode detection using an optimized long short-term memory model on multimodal sensor data
The advancement of sensing technologies coupled with the rapid progress in big data
analysis has ushered in a new era in intelligent transport and smart city applications. In this …
analysis has ushered in a new era in intelligent transport and smart city applications. In this …
Transportation mode recognition based on low-rate acceleration and location signals with an attention-based multiple-instance learning network
C Siargkas, V Papapanagiotou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Transportation mode recognition (TMR) is a critical component of human activity recognition
(HAR) that focuses on understanding and identifying how people move within transportation …
(HAR) that focuses on understanding and identifying how people move within transportation …
Kick-scooters identification in the context of transportation mode detection using inertial sensors: Methods and accuracy
This work presents a novel transportation mode detection algorithm that handles the
recognition of kick-scooters. In 2015, 10 minutes of data from a kick-scooter were considered …
recognition of kick-scooters. In 2015, 10 minutes of data from a kick-scooter were considered …
[PDF][PDF] Smartphone-based recognition of access trip phase to public transport stops via machine learning models
SH Hosseini, G Gentile - Transport and Telecommunication Journal, 2022 - sciendo.com
The usage of mobile phones is nowadays reaching full penetration rate in most countries.
Smartphones are a valuable source for urban planners to understand and investigate …
Smartphones are a valuable source for urban planners to understand and investigate …
The Intelligent Blockchain for the Protection of Smart Automobile Hacking
SK Kim, ES Jang - Journal of Multimedia Information System, 2022 - koreascience.kr
In this paper, we have recently created self-driving cars and self-parking systems in human-
friendly cars that can provide high safety and high convenience functions by recognizing the …
friendly cars that can provide high safety and high convenience functions by recognizing the …
[Retracted] Fault Diagnosis of Subway Mechanical Equipment Based on 5G Intelligent Sensor Network Signal Processing
Z Li - Journal of Sensors, 2022 - Wiley Online Library
The application of traditional feature extraction methods in subway mechanical fault
diagnosis has attracted the attention of researchers. Based on the 5G intelligent sensor …
diagnosis has attracted the attention of researchers. Based on the 5G intelligent sensor …