4.7 Article

Communication Resource Allocation of Raft in Wireless Network

Journal

IEEE SENSORS JOURNAL
Volume 23, Issue 17, Pages 19398-19408

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSEN.2023.3293715

Keywords

Distributed consensus; latency; reliability; resource allocation

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This article focuses on the importance of distributed consensus in wireless connected autonomous systems, emphasizing the significance of communication resource allocation schemes in achieving high reliability and low latency. It provides optimized resource allocation solutions and investigates the optimal number of nodes for the best reliability performance.
The distributed consensus intends to improve the reliability of critical decision making in wireless connected autonomous systems. The performance of distributed consensus heavily depends on the reliability of wireless links, which should be stochastic with limited communication resources. Therefore, advanced communication resource allocation schemes are needed to achieve high reliability and low latency for the distributed consensus. This article first derives optimized resource allocation schemes for the distributed consensus. The optimal number of nodes for the best reliability performance of the distributed consensus is also investigated to solve the inadequate overall communication resources issue. The revealed derivation and simulation results can provide guidelines to deploy the appropriate paradigm of communication resource allocation in autonomous wireless systems.

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