Average Consensus with Dynamic Compression in Bandwidth-Limited Directed Networks
Systems and Control
2025-08-12 v1 Systems and Control
Abstract
In this paper, the average consensus problem has been considered for directed unbalanced networks under finite bit-rate communication. We propose the Push-Pull Average Consensus algorithm with Dynamic Compression (PP-ACDC) algorithm, a distributed consensus algorithm that deploys an adaptive quantization scheme and achieves convergence to the exact average without the need of global information. A preliminary numerical convergence analysis and simulation results corroborate the performance of PP-ACDC.
Keywords
Cite
@article{arxiv.2508.06893,
title = {Average Consensus with Dynamic Compression in Bandwidth-Limited Directed Networks},
author = {Evagoras Makridis and Gabriele Oliva and Apostolos I. Rikos and Themistoklis Charalambous},
journal= {arXiv preprint arXiv:2508.06893},
year = {2025}
}