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20102023
most citedEdge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing

654 citations · 1.5k across the 37 of their papers we have counts for

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Showing cs.NIShow all

11 papers · 1 filter

cs.NI2021

SeReMAS: Self-Resilient Mobile Autonomous Systems Through Predictive Edge Computing

Davide Callegaro, Marco Levorato, Francesco Restuccia

Edge computing enables Mobile Autonomous Systems (MASs) to execute continuous streams of heavy-duty mission-critical processing tasks, such as real-time obstacle detection and navi…

cs.NI2020

Data-Driven Path Selection for Real-Time Video Streaming at the Network Edge

Sabur Baidya, Peyman Tehrani, Marco Levorato

In this paper, we present a framework for the dynamic selection of the wireless channels used to deliver information-rich data streams to edge servers. The approach we propose is d…

cs.NI2019

On the Feasibility of Infrastructure Assistance to Autonomous UAV Systems

Sabur Baidya, Marco Levorato

Infrastructure assistance has been proposed as a viable solution to improve the capabilities of commercial Unmanned Aerial Vehicles (UAV), especially toward fully autonomous operat…

cs.NI2018★ 13 cited

FlyNetSim: An Open Source Synchronized UAV Network Simulator based on ns-3 and Ardupilot

Sabur Baidya, Zoheb Shaikh, Marco Levorato

Unmanned Aerial Vehicle (UAV) systems are being increasingly used in a broad range of applications requiring extensive communications, either to interconnect the UAVs with each oth…

cs.NI2018

eBPF-based Content and Computation-aware Communication for Real-time Edge Computing

Sabur Baidya, Yan Chen, Marco Levorato

By placing computation resources within a one-hop wireless topology, the recent edge computing paradigm is a key enabler of real-time Internet of Things (IoT) applications. In the…

cs.NI2018★ 20 cited

Robust Multi-Path Communications for UAVs in the Urban IoT

Zoheb Shaikh, Sabur Baidya, Marco Levorato

Unmanned Aerial Vehicle (UAV) systems are being increasingly used in a broad range of scenarios and applications. However, their deployment in urban areas poses important technical…