Average Consensus with Dynamic Compression in Bandwidth-Limited Directed Networks
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866908483629088768 |
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| author | Makridis, Evagoras Oliva, Gabriele Rikos, Apostolos I. Charalambous, Themistoklis |
| author_facet | Makridis, Evagoras Oliva, Gabriele Rikos, Apostolos I. Charalambous, Themistoklis |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2508_06893 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Average Consensus with Dynamic Compression in Bandwidth-Limited Directed Networks Makridis, Evagoras Oliva, Gabriele Rikos, Apostolos I. Charalambous, Themistoklis Systems and Control 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. |
| title | Average Consensus with Dynamic Compression in Bandwidth-Limited Directed Networks |
| topic | Systems and Control |
| url | https://arxiv.org/abs/2508.06893 |