作者
Tri-Hai Nguyen, Thanh Phung Truong, Anh-Tien Tran, Nhu-Ngoc Dao, Laihyuk Park, Sungrae Cho
发表日期
2024/2/29
期刊
IEEE Transactions on Network Science and Engineering
出版商
IEEE
简介
In the context of the Internet of Things (IoT), aerial computing platforms (ACPs) such as unmanned aerial vehicles and high-altitude platforms with edge computing capabilities have the potential to significantly expand coverage, enhance performance, and handle complex computational tasks for IoT devices (IoTDs). Non-orthogonal multiple access (NOMA) has also emerged as a promising multiple access technology for advanced 5G networks. This paper presents a multi-ACP-enabled NOMA edge network, which enables heterogeneous ACPs to provide computational assistance to IoTDs. To minimize delay and energy consumption, we formulate a joint task offloading and resource allocation problem that considers IoTD association, offloading ratio, transmit power, and computational resource allocation variables. To address the complexity of the optimization problem, it is modeled as a multi-agent Markov decision …
引用总数
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TH Nguyen, TP Truong, AT Tran, NN Dao, L Park… - IEEE Transactions on Network Science and …, 2024