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We are motivated by quantile estimation of algae concentration in lakes and how decentralized multirobot teams can effectively tackle this problem. We find that multirobot teams improve performance in this task over single robots, and…

机器人学 · 计算机科学 2023-07-10 Isabel M. Rayas Fernández , Christopher E. Denniston , Gaurav S. Sukhatme

The Internet of Things (IoT) is an emerging next-generation technology in the fourth industrial revolution. In industrial IoT networks, sensing devices are largely deployed to monitor various types of physical processes. They are required…

系统与控制 · 电气工程与系统科学 2023-09-18 Zijing Wang , Mihai-Alin Badiu , Justin P. Coon

This paper considers a wireless network where multiple flows are delivering status updates about their respective information sources. An end user aims to make accurate real-time estimations about the status of each information source using…

网络与互联网体系结构 · 计算机科学 2019-01-31 Daojing Guo , I-Hong Hou

Internet of Things (IoT) has emerged as one of the key features of the next generation wireless networks, where timely delivery of status update packets is essential for many real-time IoT applications. To provide users with context-aware…

信息论 · 计算机科学 2019-10-15 Chao Xu , Howard H. Yang , Xijun Wang , Tony Q. S. Quek

We consider a scenario where a base station (BS) attempts to collect fresh information from power constrained sensors over time-varying band-limited wireless channels. We characterize the data freshness through the recently proposed…

信息论 · 计算机科学 2019-10-15 Haoyue Tang , Jintao Wang , Philippe Ciblat , Jian Song

Many emerging Internet of Things (IoT) applications rely on information collected by sensor nodes where the freshness of information is an important criterion. \textit{Age of Information} (AoI) is a metric that quantifies information…

A team of mobile robots monitors spatially distributed processes and delivers measurements to a base, where AoI is measured from sensing start, capturing both stochastic parallel sensing delays and hop-based propagation. At each non-base…

机器人学 · 计算机科学 2026-05-05 John Tadrous

The performance of imitation learning policies often hinges on the datasets with which they are trained. Consequently, investment in data collection for robotics has grown across both industrial and academic labs. However, despite the…

The emergence of new intelligent applications has fostered the development of a task-oriented communication paradigm, where a comprehensive, universal, and practical metric is crucial for unleashing the potential of this paradigm. To this…

信息论 · 计算机科学 2025-08-21 Shuying Gan , Xijun Wang , Chao Xu , Xiang Chen

We consider a slotted-time system with a transmitter-receiver pair. In the system, a transmitter observes a dynamic source and sends updates to a remote receiver through a communication channel. We assume that the channel is error-free but…

信息论 · 计算机科学 2023-01-19 Yutao Chen , Anthony Ephremides

In this article, we provide an accessible introduction to the emerging idea of Age of Information (AoI) that quantifies freshness of information and explore its possible role in the efficient design of freshness-aware Internet of Things…

信息论 · 计算机科学 2019-12-10 Mohamed A. Abd-Elmagid , Nikolaos Pappas , Harpreet S. Dhillon

This work is motivated by the need of collecting fresh data from power-constrained sensors in the industrial Internet of Things (IIoT) network. A recently proposed metric, the Age of Information (AoI) is adopted to measure data freshness…

信息论 · 计算机科学 2020-03-12 Haoyue Tang , Jintao Wang , Linqi Song , Jian Song

We consider a transmitter-receiver pair in a slotted-time system. The transmitter observes a dynamic source and sends updates to a remote receiver through an error-free communication channel that suffers a random delay. We consider two…

信息论 · 计算机科学 2025-12-19 Yutao Chen , Anthony Ephremides

Effective resource allocation in sensor networks, IoT systems, and distributed computing is essential for applications such as environmental monitoring, surveillance, and smart infrastructure. Sensors or agents must optimize their resource…

机器学习 · 计算机科学 2024-09-26 Yu-Zhen Janice Chen , Daniel S. Menasché , Don Towsley

Scheduling updates from remote sensors is a key task for the internet of things (IoT). In this context, the mathematical concept of age of information is often used to capture the freshness of received data. This is, in turn, relevant to…

信息论 · 计算机科学 2022-08-31 Andrea Munari , Leonardo Badia

Low Earth Orbit (LEO) satellite constellations are bringing the Internet of Things (IoT) to the space arena, also known as non-terrestrial networks. Several IoT satellite applications for tracking ships and cargo can be seen as exemplary…

网络与互联网体系结构 · 计算机科学 2020-07-13 Federico Chiariotti , Olga Vikhrova , Beatriz Soret , Petar Popovski

Beyond fifth generation wireless communication networks (B5G) are applied in many use-cases, such as industrial control systems, smart public transport, and power grids. Those applications require innovative techniques for timely…

信息论 · 计算机科学 2024-10-28 Robert-Jeron Reifert , Stefan Roth , Aydin Sezgin

The significance of the freshness of sensor and control data at the receiver side, often referred to as Age of Information (AoI), is fundamentally constrained by contention for limited network resources. Evidently, network congestion is…

多智能体系统 · 计算机科学 2023-12-21 Anam Tahir , Kai Cui , Bastian Alt , Amr Rizk , Heinz Koeppl

In this paper, we investigate a model relevant to semantics-aware goal-oriented communications, and we propose a new metric that incorporates the utilization of information in addition to its timelines. Specifically, we consider the…

信息论 · 计算机科学 2023-12-22 Ali Nikkhah , Anthony Ephremides , Nikolaos Pappas

Resource management in Internet of Things (IoT) systems is a major challenge due to the massive scale and heterogeneity of the IoT system. For instance, most IoT applications require timely delivery of collected information, which is a key…

信息论 · 计算机科学 2021-01-05 Taehyeun Park , Walid Saad , Bo Zhou
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