作者
Kyungrak Son, Wan Choi
发表日期
2023/11/15
期刊
IEEE Transactions on Wireless Communications
出版商
IEEE
简介
Despite its vital role in intelligent IoT networks, distributed computing was not studied well in wireless networks. Notably, the distortions introduced by wireless channels and noise can significantly undermine the accuracy of distributed computations. Unfortunately, existing distributed computing schemes inadequately address this critical issue. In this paper, we aim at resolving the numerical stability issue associated within wireless networks and building a new computationally accurate design framework which concretely integrates distributed computing and communication. To this end, we first explore the previous group algebra based coded matrix computation scheme, suitable for numerically stable computation in noisy network, in orthogonal multiple access channel and perform a thorough analysis of computational errors. Furthermore, to leverage the inherent communication structure constructed in distributed …
引用总数
学术搜索中的文章
K Son, W Choi - IEEE Transactions on Wireless Communications, 2023