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Trajectory planning for autonomous driving is challenging because the unknown future motion of traffic participants must be accounted for, yielding large uncertainty. Stochastic Model Predictive Control (SMPC)-based planners provide…

系统与控制 · 电气工程与系统科学 2024-07-31 Tommaso Benciolini , Michael Fink , Nehir Güzelkaya , Dirk Wollherr , Marion Leibold

Opportunity detection at secondary transmitters (TXs) is a key technique enabling cognitive radio (CR) networks. Such detection however cannot guarantee reliable communication at secondary receivers (RXs), especially when their association…

信息论 · 计算机科学 2017-02-14 Jeemin Kim , Seung-Woo Ko , Han Cha , Seong-Lyun Kim

We analyze different strategies aimed at optimizing routing policies in the Internet. We first show that for a simple deterministic algorithm the local properties of the network deeply influence the time needed for packet delivery between…

其他凝聚态物理 · 物理学 2007-12-19 Pablo Echenique , Jesus Gomez-Gardenes , Yamir Moreno

Due to the highly dynamic changes in wireless network topologies, efficiently obtaining network status information and flexibly forwarding data to improve communication quality of service are important challenges. This article introduces an…

网络与互联网体系结构 · 计算机科学 2023-05-19 Jinqiang Li , Miao Ye , Linqiang Huang , Xiaofang Deng , Hongbing Qiu , Yong Wang

We study the design of learning architectures for behavioural planning in a dense traffic setting. Such architectures should deal with a varying number of nearby vehicles, be invariant to the ordering chosen to describe them, while staying…

机器学习 · 计算机科学 2019-11-28 Edouard Leurent , Jean Mercat

Mobile devices integrating wireless short-range communication technologies make possible new applications for spontaneous communication, interaction and collaboration. An interesting approach is to use collaboration to facilitate…

网络与互联网体系结构 · 计算机科学 2016-11-26 Radu Ciobanu , Ciprian Dobre

As more and more devices connect to Internet of Things, unbounded streams of data will be generated, which have to be processed "on the fly" in order to trigger automated actions and deliver real-time services. Spark Streaming is a popular…

分布式、并行与集群计算 · 计算机科学 2018-09-12 Jia-Chun Lin , Ming-Chang Lee , Ingrid Chieh Yu , Einar Broch Johnsen

It is commonly agreed that data will be one of the cornerstones of Future Internet systems. In this context, mobile Opportunistic Networks (ONs) are one of the key paradigms to support, in a self-organising and decentralised manner, the…

网络与互联网体系结构 · 计算机科学 2021-10-01 Matteo Mordacchini , Andrea Passarella , Marco Conti

We present a simple yet effective routing strategy inspired by coverage control, which delays the onset of congestion on traffic networks, by introducing a control parameter. The routing algorithm allows a trade-off between the congestion…

网络与互联网体系结构 · 计算机科学 2015-08-17 Timothy Barker , Chao Zhai , Mario di Bernardo

Accurately predicting the possible behaviors of traffic participants is an essential capability for autonomous vehicles. Since autonomous vehicles need to navigate in dynamically changing environments, they are expected to make accurate…

机器人学 · 计算机科学 2022-11-15 Yeping Hu , Wei Zhan , Masayoshi Tomizuka

This paper proposes an assessment model, based on a new taxonomy, which comprises an evaluation guideline with performance metrics and experimental setup to aid designers in evaluating solutions through fair comparisons. Simulation results…

网络与互联网体系结构 · 计算机科学 2014-06-03 Waldir Moreira , Paulo Mendes , Susana Sargento

The dramatic increase in data and connectivity demand, in addition to heterogeneous device capabilities, poses a challenge for future wireless networks. One of the promising solutions is Device-to-Device (D2D) networking. D2D networking,…

网络与互联网体系结构 · 计算机科学 2017-08-23 Yuxuan Xing , Hulya Seferoglu

Opportunistic network is a type of Delay Tolerant Network which is characterized by intermittent connectivity amongst the nodes and communication largely depends upon the mobility of the participating nodes. The network being highly…

网络与互联网体系结构 · 计算机科学 2012-05-10 Suvadip Batabyal , Parama Bhaumik

Shared Mobility Services (SMSs) are transforming urban transportation systems by offering flexible travel options. These services, which help reduce the number of cars on the roads, have the potential to enhance the transportation system's…

最优化与控制 · 数学 2025-08-21 Khadidja Kadem , Mostafa Ameli , Mahdi Zargayouna , Latifa Oukhellou

The current Internet design is not capable to support communications in environments characterized by very long delays and frequent network partitions. To allow devices to communicate in such environments, delay-tolerant networking…

网络与互联网体系结构 · 计算机科学 2014-08-04 Waldir Moreira , Paulo Mendes

Safe and efficient navigation in dynamic environments shared with humans remains an open and challenging task for mobile robots. Previous works have shown the efficacy of using reinforcement learning frameworks to train policies for…

机器人学 · 计算机科学 2024-01-15 Yanying Zhou , Jochen Garcke

Dynamic path planning must remain reliable in the presence of sensing noise, uncertain localization, and incomplete semantic perception. We propose a practical, implementation-friendly planner that operates on occupancy grids and optionally…

机器人学 · 计算机科学 2026-02-17 Faizan M. Tariq , Avinash Singh , Vipul Ramtekkar , Jovin D'sa , David Isele , Yosuke Sakamoto , Sangjae Bae

Cooperative perception between vehicles is poised to offer robust and reliable scene understanding. Recently, we are witnessing experimental systems research building testbeds that share raw spatial sensor data for cooperative perception.…

网络与互联网体系结构 · 计算机科学 2025-12-23 Bangya Liu , Chengpo Yan , Chenghao Jiang , Suman Banerjee , Akarsh Prabhakara

In services such as retail audits and urban infrastructure monitoring, a platform dispatches rewarded, location-based micro-tasks to mobile workers traveling along personal origin-destination (OD) trips under hard time budgets. As requests…

最优化与控制 · 数学 2026-01-19 Zhibin Wu , Songhao Shen , Yufeng Zhou , Qin Lei

After a decade of on-demand mobility services that change spatial behaviors in metropolitan areas, the Shared Autonomous Vehicle (SAV) service is expected to increase traffic congestion and unequal access to transport services. A paradigm…

计算机与社会 · 计算机科学 2023-03-08 Ronit Purian , Daniel Polani