Vehicle Positioning With Deep-Learning-Based Direction-of-Arrival Estimation of Incoherently Distributed Sources
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3171820
Abstract: In this article, a novel vehicle positioning system architecture based on direction-of-arrival (DOA) estimation of incoherently distributed (ID) sources is proposed employing massive multiple-input–multiple-output (MIMO) arrays. Such an architecture with the associated signal model is… read more here.
Keywords: estimation incoherently; based direction; incoherently distributed; estimation ... See more keywords
Fuzzy Logic Vehicle Positioning System Based on Chromaticity and Frequency Components of LED Illumination
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Photonics Journal"
DOI: 10.1109/jphot.2019.2937638
Abstract: Given their wide applicability, vehicle positioning systems are being actively studied currently. As the conventional global positioning system (GPS) cannot determine the vehicle position inside tunnels and other GPS-shaded areas, we propose to improve vehicle… read more here.
Keywords: vehicle; system; vehicle positioning; chromaticity frequency ... See more keywords
GOI: A Novel Design for Vehicle Positioning and Trajectory Prediction Under Urban Environments
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2018.2826000
Abstract: 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 trajectory collection especially suitable for… read more here.
Keywords: goi novel; vehicle; vehicle positioning; trajectory prediction ... See more keywords
A Novel Deep Odometry Network for Vehicle Positioning Based on Smartphone
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3240227
Abstract: Smartphone with multiple sensors integration has been widely used for navigation. The inertial measurement unit (IMU) embedded in smartphones has been widely used for pedestrian navigation for counting steps. However, it is a challenge to… read more here.
Keywords: network; smartphone; imu; vehicle ... See more keywords
Intersection and Stop Bar Position Extraction From Vehicle Positioning Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.3039357
Abstract: Detailed road features like lane markers and stop bars are crucial for many recent Intelligent Transportation System (ITS) applications, especially for advanced driving assistant systems or autonomous vehicles. In this paper, a data-driven method is… read more here.
Keywords: intersection; vehicle positioning; stop bar; positioning data ... See more keywords