Max-Consensus Over Fading Wireless Channels
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Abstract (arXiv)
The topic of this paper is achieving finite-time max-consensus in a multi-agent system that communicates over a fading wireless channel and exploits its interference property. This phenomenon corrupts the desired information when data is transmitted synchronously. In fact, each transmitted signal is attenuated by an unknown and time-varying factor (fading coefficient), then, by interference, all such attenuated signals are summed up at a receiver. Rather than combatting interference, we design a communication system that exploits it. Our strategy yields a more efficient usage of wireless resources compared to other algorithms. By simultaneously accessing this communication system, each agent obtains a weighted average of the neighbouring agents' information states. With this piece of information at hand and with a switching consensus protocol employing broadcast authorisations for agents, max-consensus can be achieved within a finite number of iterations.
Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 May 2020.
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Citing papers per year: 2022: 1; 2023: 1; 2024: 1.
3 papers.
- 2022A Survey on Over-the-Air Computationcited by 19
- 2023Federated Learning in Wireless Networks via Over-the-Air Computationscited by 2
- 2024Boosting Fairness and Robustness in Over-the-Air Federated Learningcited by 1
- 2024Boosting Fairness and Robustness in Over-the-Air Federated Learning7 Mar 2024
- 2023Federated Learning in Wireless Networks via Over-the-Air Computations8 May 2023
- 2022A Survey on Over-the-Air Computation20 Oct 2022