Allocation of power in NOMA based 6G-enabled internet of things using multi-objective based genetic algorithm
Author:
Saraswat Shelesh Krishna1, Deolia Vinay Kumar1, Shukla Aasheesh1
Affiliation:
1. 1 Department of ECE , GLA University , Mathura, NH-2, Uttar-Pradesh , India .
Abstract
Abstract
Sixth generation (6G)-enabled internet of things (IoT) requires significant spectrum resources to deliver spectrum availability for massive IoT’s nodes. But the existing orthogonal multiple access limits the full utilization of limited spectrum resources. The non-orthogonal multiple access (NOMA) exploits the potential of power domain to improve the connectivity for 6G-enabled IoT. An efficient quality of service (QoS) aware power allocation approach is required to enhance the spectral efficiency and energy of NOMA based 6G-enabled IoT nodes. The multi-objective genetic algorithm (MOGA) is used to resolve the non-convex problem by considering the successive interference cancellation (SIC), QoS, and transmission power. Extensive experiments are drawn by using the Monte Carlo simulation to evaluate the significant improvement of the proposed model. Experimental results indicate that the proposed power allocation model provides good performance of the NOMA based IoT network.
Publisher
Walter de Gruyter GmbH
Reference30 articles.
1. M. Bolic, M. Rostamian, and P. M. Djuric, “Proximity detection with rfid: A step toward the internet of things”, IEEE Pervasive Computing, vol. 14, no. 2, pp. 70-76, 2015. 2. J. Miranda, N. Mãkitalo, J. Garcia-Alonso, J. Berrocal, T. Mikkonen, C. Canal, and J. M. Murillo, “From the internet of things to the internet of people”, IEEE Internet Computing, vol. 19, no. 2, pp. 40-47, 2015. 3. L. Zhang, Y.-C. Liang, and D. Niyato, “6g Visions Mobile ultra-broadband, super internet-of-things, and artificial intelligence”, China Communications, vol. 16, no. 8, pp. 1-14, 2019. 4. N. Rajatheva, I. Atzeni, E. Bjornson, A. Bourdoux, S. Buzzi, J.-B. Dore, S. Erkucuk, M. Fuentes, K. Guan, Y. Hu, et al, “White paper on broadband connectivity in 6g”, arXiv preprint arXiv, ¿—2004.14247, 2020. 5. X. Liu, M. Jia, X. Zhang, and W. Lu, “A novel multichannel internet of things based on dynamic spectrum sharing in 5g communication”, IEEE Internet of Things Journal,vol.6,no. 4, pp. 5962-5970, 2018.
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
|
|