Coexistence of Energy-Minimizing URLLC and eMBB in Power IoT via NOMA-Based Collaborative MEC Heterogeneous Network

被引:2
|
作者
Liu, Xiaobo [1 ]
Wang, Xinru [1 ]
Zhao, Xiongwen [1 ]
Du, Fei [1 ]
Zhang, Yu [2 ]
Geng, Suiyan [1 ]
Lu, Yang [3 ]
Zhong, Cheng [4 ]
机构
[1] North China Elect Power Univ, Sch Elect & Elect Engn, Beijing 102206, Peoples R China
[2] Anhui Univ, Informat Mat & Intelligent Sensing Lab Anhui Prov, Hefei 230601, Peoples R China
[3] State Grid Smart Grid Res Inst Co Ltd, Beijing 102209, Peoples R China
[4] New Area Elect Power Supply Co, State Grid Xiongan, Xiongan 071000, Peoples R China
关键词
Ultra reliable low latency communication; Resource management; Task analysis; Collaboration; NOMA; Computational modeling; Servers; Collaborative edge computing; enhanced mobile broadband (eMBB); non-orthogonal multiple access (NOMA); power Internet of Things (PIoT); ultra-reliable low-latency communications (URLLC); EFFICIENT RESOURCE-ALLOCATION; MINIMIZATION; COMMUNICATION; ALGORITHM; MECHANISM; SERVICES;
D O I
10.1109/TVT.2024.3376524
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As the power Internet of Things (PIoT) are widely connected and intelligent, the coexistence of enhanced mobile broadband (eMBB) and ultra-reliable low-latency communication (URLLC) services in power grids is becoming increasingly necessary for precise sensing and control. Specifically, eMBB mainly pursues high data rates, while URLLC requires low-latency and ultra-reliable communications. Since network resources are limited, high throughput eMBB users in a shared environment can adversely affect the ability of URLLC users to achieve low latency and high reliability due to resource contention and interference. Therefore it is particularly difficult to overcome the coexistence challenges in PIoT. In this paper, we propose a non-orthogonal multiple access (NOMA)-based collaborative mobile edge computing (C-MEC) heterogeneous network model for PIoT (PNCM-HetNets). The main objective is to minimize the total energy consumption while while satisfying URLLC and eMBB offload requests. We develop an alternating optimization-based energy-minimizing resource allocation (AOEMRA) algorithm for PNCM-HetNets, which decomposes the joint optimization problem into subproblems of subchannel allocation, power control and collaborative computing resource allocation. Numerous simulation results show that our algorithm achieves approximated optimal performance with reduced complexity and outperforms benchmark methods in terms of energy savings for users.
引用
收藏
页码:10316 / 10332
页数:17
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