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The use of reactive detection technologies such as passive and active sensors for avoiding car accidents involving pedestrians and other Vulnerable Road Users (VRU) is one of the cornerstones of Cooperative, Connected, and Automated…

网络与互联网体系结构 · 计算机科学 2023-12-25 Oscar Amador , Erik Ronelöv , Katarina Boustedt , Jesper Blidkvist , Alexey Vinel

Vehicle arrival time prediction has been studied widely. With the emergence of IoT devices and deep learning techniques, estimated time of arrival (ETA) has become a critical component in intelligent transportation systems. Though many…

机器学习 · 计算机科学 2022-06-20 Hieu Tran , Son Nguyen , I-Ling Yen , Farokh Bastani

Vehicle GPS trajectories record how vehicles move over time, storing valuable travel semantics, including movement patterns and travel purposes. Learning travel semantics effectively and efficiently is crucial for real-world applications of…

机器学习 · 计算机科学 2025-10-22 Yichen Liu , Yan Lin , Shengnan Guo , Zeyu Zhou , Youfang Lin , Huaiyu Wan

Vehicular ad hoc networks (VANETs) are a crucial component of intelligent transportation systems; however, routing remains challenging due to dynamic topologies, incomplete observations, and the limited resources of edge devices. Existing…

机器学习 · 计算机科学 2025-09-09 Xiaolu Fu , Ziyuan Bao , Eiman Kanjo

This article describes an approach to detect the wearing location of smart devices worn by pedestrians and cyclists. The detection, which is based solely on the sensors of the smart devices, is important context-information which can be…

人机交互 · 计算机科学 2018-03-07 Maarten Bieshaar

Vehicle trajectories provide crucial movement information for various real-world applications. To better utilize vehicle trajectories, it is essential to develop a trajectory learning approach that can effectively and efficiently extract…

机器学习 · 计算机科学 2024-08-12 Yan Lin , Yichen Liu , Zeyu Zhou , Haomin Wen , Erwen Zheng , Shengnan Guo , Youfang Lin , Huaiyu Wan

MobilitApp is an Android application whose objective is to obtain mobility data from the citizens of the metropolitan area of Barcelona. The current project is based on the research of more trustful and stronger transport decision…

其他计算机科学 · 计算机科学 2016-05-19 Gerard Marrugat Torregrosa , Monica Aguilar Igartua , Silvia Puglisi

In this paper, we propose a novel joint intelligent trajectory design and resource allocation algorithm based on user's mobility and their requested services for unmanned aerial vehicles (UAVs) assisted networks, where UAVs act as nodes of…

网络与互联网体系结构 · 计算机科学 2021-05-24 Mohsen Pourghasemian , Mohammad Reza Abedi , Shima Salarhosseini , Nader Mokari , Mohammad Reza Javan , Eduard A. Jorswieck

Making applications aware of the mobility experienced by the user can open the door to a wide range of novel services in different use-cases, from smart parking to vehicular traffic monitoring. In the literature, there are many different…

机器学习 · 计算机科学 2018-10-15 Claudia Carpineti , Vincenzo Lomonaco , Luca Bedogni , Marco Di Felice , Luciano Bononi

In this research, we propose a series of methodologies to mine transit riders travel pattern and behavioral preferences, and then we use these knowledges to adjust and optimize the transit systems. Contributions are: 1) To increase the data…

信号处理 · 电气工程与系统科学 2020-09-08 Yongxin Liu

It has been considered that urban air mobility (UAM), also known as drone-taxi or electrical vertical takeoff and landing (eVTOL), will play a key role in future transportation. By putting UAM into practical future transportation, several…

多智能体系统 · 计算机科学 2023-01-26 Chanyoung Park , Soohyun Park , Gyu Seon Kim , Soyi Jung , Jae-Hyun Kim , Joongheon Kim

Aerial vehicles have recently attracted significant attention in a variety of commercial and civilian applications due to their high mobility, flexible deployment and cost-effectiveness. To leverage these promising features, the aerial…

信号处理 · 电气工程与系统科学 2019-06-25 Behzad Khamidehi , Elvino S. Sousa

Autonomous mobile GUI agents have attracted increasing attention along with the advancement of Multimodal Large Language Models (MLLMs). However, existing methods still suffer from inefficient learning from failed trajectories and ambiguous…

With the advances in the Internet of Things technology, electric vehicles (EVs) have become easier to schedule in daily life, which is reshaping the electric load curve. It is important to design efficient charging algorithms to mitigate…

系统与控制 · 电气工程与系统科学 2021-06-03 Yongsheng Cao , Hao Wang , Demin Li , Guanglin Zhang

Smart charging of Electric Vehicles (EVs) reduces operating costs, allows more sustainable battery usage, and promotes the rise of electric mobility. In addition, bidirectional charging and improved connectivity enables efficient power grid…

信号处理 · 电气工程与系统科学 2021-04-30 Karl Schwenk , Stefan Meisenbacher , Benjamin Briegel , Tim Harr , Veit Hagenmeyer , Ralf Mikut

Electric vehicles (EVs) are key to sustainable mobility, yet their lithium-ion batteries (LIBs) degrade more rapidly under prolonged high states of charge (SOC). This can be mitigated by delaying full charging \ours until just before…

机器学习 · 计算机科学 2025-12-11 Yonggeon Lee , Jibin Hwang , Alfred Malengo Kondoro , Juhyun Song , Youngtae Noh

It is estimated that 80% of crashes and 65% of near collisions involved drivers inattentive to traffic for three seconds before the event. This paper develops an algorithm for extracting characteristics allowing the cell phones…

计算机视觉与模式识别 · 计算机科学 2014-08-12 Rafael A. Berri , Alexandre G. Silva , Rafael S. Parpinelli , Elaine Girardi , Rangel Arthur

User interactions on e-commerce platforms are inherently diverse, involving behaviors such as clicking, favoriting, adding to cart, and purchasing. The transitions between these behaviors offer valuable insights into user-item interactions,…

人工智能 · 计算机科学 2026-01-22 Hanqi Jin , Gaoming Yang , Zhangming Chan , Yapeng Yuan , Longbin Li , Fei Sun , Yeqiu Yang , Jian Wu , Yuning Jiang , Bo Zheng

In the past few years, the use of smartphones has increased exponentially, and so have the capabilities of such devices. Together with an increase in raw processing power, modern smartphones are equipped with a wide variety of sensors and…

其他计算机科学 · 计算机科学 2016-09-12 Mauro Conti , Elia Dal Santo , Riccardo Spolaor

Coupling cellular communication networks with vehicular ad hoc networks (VANET) can be a very interesting way out for providing Internet access to vehicles in the road. However, due to the several specific characteristics of VANETs, making…

网络与互联网体系结构 · 计算机科学 2024-02-05 Driss Abada , Rachid Adrdor , Omar Boutkhoum , Adil Bouhouch