Power Optimization in a Multicell D2D Communication for Smart City in an mm-Wave Cellular Network: An mIoT Perspective

被引:5
作者
Sarma, Subhra Sankha [1 ]
Hazra, Ranjay [1 ]
Goswami, Pratik [2 ]
机构
[1] Natl Inst Technol Silchar, Dept Elect & Instrumentat Engn, Silchar 788010, Assam, India
[2] Univ South Bohemia, Fac Sci, CZ-37005 Ceske Budejovice, Czech Republic
来源
IEEE INTERNET OF THINGS JOURNAL | 2023年 / 10卷 / 21期
关键词
5G mm-Wave network; device-to-device (D2D) communication; Lagrangian dual-optimization technique; power optimization; rate-splitting multiple access (RSMA); resource allocation; DISTRIBUTED RESOURCE-ALLOCATION;
D O I
10.1109/JIOT.2023.3262577
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Device-to-device (D2D) communication ushers the realization of massive Internet of Things (mIoT) network for smart cities through long term evolution-advanced (LTE-A). In a multicell mm-Wave environment, acute interference from adjacent cells degrades the signal quality. Thus, our work focuses on the minimization of interference from the neighboring cells through optimal resource allocation and power optimization. Rate-splitting multiple access (RSMA) technique is employed where the message to be transmitted is divided into two parts. Two modes for resource allocation are formulated which aims to maximize the throughput under certain interference constraints. The radius of coverage expression is derived for switching of modes to take place. Successive interference cancelation (SIC) is introduced as a power constraint which enhances the overall performance of the network. Subsequently, Lagrange's dual-optimization method is utilized for optimizing the D2D transmit power and also lowering the computational complexity of the overall network. Simulation results depict the overall performance efficiency in terms of transmission rate and signal strength. The results show that with the increase in difference of transmit power allocated to the common and private message, overall transmission rate also increases significantly. Finally, comparison with existing scheme validates the efficiency of the proposed work.
引用
收藏
页码:18686 / 18694
页数:9
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