Big data service architecture: a survey

J Wang, Y Yang, T Wang, RS Sherratt… - Journal of Internet …, 2020‏ - jit.ndhu.edu.tw
As one of the main development directions in the information field, big data technology can
be applied for data mining, data analysis and data sharing in the massive data, and it …

A review on key challenges in intelligent vehicles: Safety and driver‐oriented features

L Hu, X Zhou, X Zhang, F Wang, Q Li… - IET Intelligent Transport …, 2021‏ - Wiley Online Library
The huge advantages of intelligent vehicles (IVs) in improving road safety and operating
efficiency have become a research focus in the industry. IVs have made significant progress …

Hybrid architecture based on CNN and transformer for strip steel surface defect classification

S Li, C Wu, N **ong - Electronics, 2022‏ - mdpi.com
Strip steel surface defects occur frequently during the manufacturing process, and these
defects cause hidden risks in the use of subsequent strip products. Therefore, it is crucial to …

Investigation of clusters and injuries in pedestrian crashes using GIS in Changsha, China

L Hu, X Wu, J Huang, Y Peng, W Liu - Safety science, 2020‏ - Elsevier
Improving the pedestrian traffic environment is important for the sustainable development of
the city. This study goes beyond the traditional analysis of traditional traffic accident police …

[HTML][HTML] Abnormal road surface recognition based on smartphone acceleration sensor

R Du, G Qiu, K Gao, L Hu, L Liu - Sensors, 2020‏ - mdpi.com
In order to identify the abnormal road surface condition efficiently and at low cost, a road
surface condition recognition method is proposed based on the vibration acceleration …

[HTML][HTML] A review of research on intersection control based on connected vehicles and data-driven intelligent approaches

K Gao, S Huang, J **e, NN **ong, R Du - Electronics, 2020‏ - mdpi.com
Benefiting from the application of vehicle communication networks and new technologies,
such as connected vehicles, video monitoring, automated vehicles and vehicle–road …

CVLight: Decentralized learning for adaptive traffic signal control with connected vehicles

Z Mo, W Li, Y Fu, K Ruan, X Di - Transportation research part C: emerging …, 2022‏ - Elsevier
This paper develops a decentralized reinforcement learning (RL) scheme for multi-
intersection adaptive traffic signal control (TSC), called “CVLight”, that leverages data …

A differential evolution-enhanced position-transitional approach to latent factor analysis

J Chen, R Wang, D Wu, X Luo - IEEE Transactions on …, 2022‏ - ieeexplore.ieee.org
High-dimensional and sparse (HiDS) matrices are frequently adopted to describe the
complex relationships in various big data-related systems and applications. A Position …

Study on the driving style adaptive vehicle longitudinal control strategy

J Huang, Y Chen, X Peng, L Hu… - IEEE/CAA Journal of …, 2020‏ - ieeexplore.ieee.org
This paper presents a fusion control strategy of adaptive cruise control (ACC) and collision
avoidance (CA), which takes into account a driverʼ s behavioral style. First, a questionnaire …

A DRL-driven intelligent joint optimization strategy for computation offloading and resource allocation in ubiquitous edge IoT systems

M Yi, P Yang, M Chen, NT Loc - IEEE Transactions on …, 2022‏ - ieeexplore.ieee.org
Intelligent computation offloading and resource allocation for mobile users (MUs) in
ubiquitous edge Internet of Things (IoT) systems is a worthy research hotspot. To improve …