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20182026
most cited6G White Paper on Edge Intelligence

126 citations · 381 across the 39 of their papers we have counts for

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Showing 2022Show all

8 papers · 1 filter

cs.NI2022★ 12 cited

Path Loss and Shadowing Modeling for Vehicle-to-Vehicle Communications in Terrestrial TV Band

Pawel Kryszkiewicz, Pawel Sroka, Michal Sybis +1

Vehicle platooning is considered as one of the key use cases for vehicle-to-vehicle (V2V) communications. However, its benefits can be realized only with highly reliable wireless t…

cs.NI2022

Federated Learning-Based Interference Modeling for Vehicular Dynamic Spectrum Access

Marcin Hoffmann, Pawel Kryszkiewicz, Adrian Kliks

A platoon-based driving is a technology allowing vehicles to follow each other at close distances to, e.g., save fuel. However, it requires reliable wireless communications to adju…

cs.AI2022★ 2 cited

Neural Networks for Path Planning

Salim Janji, Adrian Kliks

The scientific community is able to present a new set of solutions to practical problems that substantially improve the performance of modern technology in terms of efficiency and…

cs.NI2022★ 2 cited

Energy-efficient User Clustering for UAV-enabled Wireless Networks Using EM Algorithm

Salim Janji, Adrian Kliks

Unmanned Aerial Vehicles (UAVs) can be used to provide wireless connectivity to support the existing infrastructure in hot-spots or replace it in cases of destruction. UAV-enabled…

cs.NI2022★ 13 cited

On the Placement and Sustainability of Drone FSO Backhaul Relays

Salim Janji, Adam Samorzewski, Małgorzata Wasilewska +1

We consider free-space optical (FSO) communication links for the backhaul connectivity of small cells (SCs) where a UAV with an FSO apparatus can serve as a backhaul relay node. We…

cs.NI2022

Distributed Learning for Vehicular Dynamic Spectrum Access in Autonomous Driving

Pawe\{l} Sroka, Adrian Kliks

Reliable wireless communication between the autonomously driving cars is one of the fundamental needs for guaranteeing passenger safety and comfort. However, when the number of com…

cs.NI2022★ 15 cited

Radio Environment Maps for Dynamic Frequency Selection in V2X Communications

Paweł Sroka, Paweł Kryszkiewicz, Adrian Kliks

In this paper, we investigate the concept of database supported Vehicular Dynamic Spectrum Access (VDSA) for platooning. As various researchers show that the 5.9 GHz band, devoted…

cs.NI2022★ 6 cited

Distributed Vehicular Dynamic Spectrum Access for Platooning Environments

Paweł Sroka, Paweł Kryszkiewicz, Michał Sybis +3

In this paper, we propose a distributed Vehicular Dynamic Spectrum Access (VDSA) framework for vehicles operating in platoon formations. Given the potential for significant congest…