47 citations · 64 across the 6 of their papers we have counts for
6 papers
NetDiff: Graph Diffusion with Improved Global Capabilities to Generate and Update Mobile Network Topologies
Félix Marcoccia, Victor Fagoo, Gilles Monzat +3
We introduce NetDiff, a node-conditioned denoising diffusion model that generates directional link topologies and a two-slot transmit/receive parity for mobile ad hoc networks. Dir…
Improving global awareness of linkset predictions using Cross-Attentive Modulation tokens
Félix Marcoccia, Cédric Adjih, Paul Mühlethaler
This work introduces Cross-Attentive Modulation (CAM) tokens, which are tokens whose initial value is learned, gather information through cross-attention, and modulate the nodes an…
Optimizing spatial throughput in device-to-device networks
Bartłomiej Błaszczyszyn, Paul Keeler, Paul Mühlethaler
Results are presented for optimizing device-to-device communications in cellular networks, while maintaining spectral efficiency of the base-station-to-device downlink channel. We…
A Markovian Analysis of IEEE 802.11 Broadcast Transmission Networks with Buffering
Guy Fayolle, Paul Muhlethaler
The purpose of this paper is to analyze the so-called back-off technique of the IEEE 802.11 protocol in broadcast mode with waiting queues. In contrast to existing models, packets…
Interference and SINR coverage in spatial non-slotted Aloha networks
Bartlomiej Blaszczyszyn, Paul Muhlethaler
In this paper we propose two analytically tractable stochastic-geometric models of interference in ad-hoc networks using pure (non-slotted) Aloha as the medium access. In contrast…
Stochastic Analysis of Non-slotted Aloha in Wireless Ad-Hoc Networks
Bartek Blaszczyszyn, Paul Muhlethaler
In this paper we propose two analytically tractable stochastic models of non-slotted Aloha for Mobile Ad-hoc NETworks (MANETs): one model assumes a static pattern of nodes while th…