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Rail transportation success depends on efficient maintenance to avoid delays and malfunctions, particularly in rural areas with limited resources. We propose a cost-effective wireless monitoring system that integrates sensors and machine…

Airlines are critical today for carrying people and commodities on time. Any delay in the schedule of these planes can potentially disrupt the business and trade of thousands of employees at any given time. Therefore, precise flight delay…

机器学习 · 计算机科学 2022-08-23 Sia Gholami , Saba Khashe

Our machines, products, utilities, and environments have long been monitored by embedded software systems. Our professional, commercial, social and personal lives are also subject to monitoring as they are mediated by software systems. Data…

计算机与社会 · 计算机科学 2017-01-27 Kenneth Johnson , John V. Tucker , Victoria Wang

Air traffic control is considered to be a bottleneck in European air traffic management. As a result, the performance of the air navigation service providers is critically examined and also used for benchmarking. Using quantitative methods,…

综合经济学 · 经济学 2023-02-21 Thomas Standfuss , Georg Hirte , Frank Fichert , Hartmut Fricke

Measurement-based analysis of software timing behavior provides important insight and evidence for flight certification of modern avionics systems. For multicore systems, however, this analysis is challenging due to interference effects…

分布式、并行与集群计算 · 计算机科学 2021-01-08 Steven H. VanderLeest , Samuel R. Thompson

As large language models (LLMs) continue to advance and gain influence, the development of embodied AI has accelerated, drawing significant attention, particularly in navigation scenarios. Embodied navigation requires an agent to perceive,…

人工智能 · 计算机科学 2025-08-11 Zixia Wang , Jia Hu , Ronghui Mu

Periodic control systems used in spacecrafts and automotives are usually period-driven and can be decomposed into different modes with each mode representing a system state observed from outside. Such systems may also involve intensive…

计算机科学中的逻辑 · 计算机科学 2013-01-03 Zheng Wang , Geguang Pu , Jianwen Li , Jifeng He , Shengchao Qin , Kim G. Larsen , Jan Madsen , Bin Gu

Partially-observable problems pose a trade-off between reducing costs and gathering information. They can be solved optimally by planning in belief space, but that is often prohibitively expensive. Model-predictive control (MPC) takes the…

机器学习 · 计算机科学 2023-04-21 Baris Kayalibay , Atanas Mirchev , Ahmed Agha , Patrick van der Smagt , Justin Bayer

Recently, the application of computer vision for anomaly detection has been under attention in several industrial fields. An important example is oil pipeline defect detection. Failure of one oil pipeline can interrupt the operation of the…

机器学习 · 计算机科学 2023-10-03 Iurii Katser , Vyacheslav Kozitsin , Igor Mozolin

Road maintenance is an essential process for guaranteeing the quality of transportation in any city. A crucial step towards effective road maintenance is the ability to update the inventory of the road network. We present a proof of concept…

计算机视觉与模式识别 · 计算机科学 2022-10-03 Nicolas Parra-A , Vladimir Vargas-Calderón , Herbert Vinck-Posada , Nicanor Vinck

Many dynamical systems of interest are nonlinear, with examples in turbulence, epidemiology, neuroscience, and finance, making them difficult to control using linear approaches. Model predictive control (MPC) is a powerful model-based…

最优化与控制 · 数学 2021-08-31 Urban Fasel , Eurika Kaiser , J. Nathan Kutz , Bingni W. Brunton , Steven L. Brunton

This letter considers a UAV aiding communication between a ground transmitter and a ground receiver in the presence of co-channel interference. A discrete-time Markov process is adopted to model the complex nature of the Air-to-Ground (A2G)…

信号处理 · 电气工程与系统科学 2024-01-31 Thanh Luan Nguyen , Georges Kaddoum , Tri Nhu Do , Zygmunt J. Haas

Large-scale monitoring, anomaly detection, and root cause analysis of metrics are essential requirements of the internet-services industry. To address the need to continuously monitor millions of metrics, many anomaly detection approaches…

机器学习 · 计算机科学 2022-03-18 Nikhil Galagali

Recent advances in safety-critical risk-aware control are predicated on apriori knowledge of the disturbances a system might face. This paper proposes a method to efficiently learn these disturbances online, in a risk-aware context. First,…

系统与控制 · 电气工程与系统科学 2022-12-14 Prithvi Akella , Skylar X. Wei , Joel W. Burdick , Aaron D. Ames

Building on our previous work, this paper investigates the effectiveness of interpolating control (IC) for real-time trajectory tracking. Unlike prior studies that focused on trajectory tracking itself or UAV stabilization control in…

系统与控制 · 电气工程与系统科学 2024-09-24 Zdeněk Bouček , Miroslav Flídr , Ondřej Straka

Runtime monitoring is essential to ensure the safety of ML applications in safety-critical domains. However, current research is fragmented, with independent methods emerging from different communities. In this paper, we propose a unified…

机器学习 · 计算机科学 2026-04-30 Mathieu Dario , Florent Chenevier , Kévin Delmas , Joris Guerin , Jérémie Guiochet

The performance of inertial navigation systems is largely dependent on the stable flow of external measurements and information to guarantee continuous filter updates and bind the inertial solution drift. Platforms in different operational…

机器人学 · 计算机科学 2026-05-19 Daniel Engelsman , Itzik Klein

The emerging trend towards distributed (cloud) systems (DS) has widely arrived whether in the automotive, public or the financial sector, but the execution of services of heterogeneous service providers is exposed to several risks. Beside…

软件工程 · 计算机科学 2022-09-29 Lev Sorokin

Maintenance is an important activity in industry. It is performed either to revive a machine/component or to prevent it from breaking down. Different strategies have evolved through time, bringing maintenance to its current state:…

软件工程 · 计算机科学 2017-06-27 Wiem Elghazel , Jacques M. Bahi , Christophe Guyeux , Mourad Hakem , Kamal Medjaher , Noureddine Zerhouni

The employment of unmanned aerial vehicles (UAVs) aligned with multistatic sensing in integrated sensing and communication (ISAC) systems can provide remarkable performance gains in sensing, by taking advantage of the cell-free massive…

信号处理 · 电气工程与系统科学 2024-05-13 Xavier A. Flores Cabezas , Isabella W. G. da Silva , Markku Juntti