Dynamic wireless resource allocation in ultra-dense network based on cooperative computing

Jiping Pang; Hongxian Tian

doi:10.1117/12.2674288

28 April 2023 Dynamic wireless resource allocation in ultra-dense network based on cooperative computing

Jiping Pang, Hongxian Tian

Proceedings Volume 12626, International Conference on Signal Processing, Computer Networks, and Communications (SPCNC 2022); 126261J (2023) https://doi.org/10.1117/12.2674288
Event: International Conference on Signal Processing, Computer Networks, and Communications (SPCNC 2022), 2022, Zhuhai, China

Abstract

Ultra-dense network (UDN) can provide extremely high throughput and data rates. However, the dense deployment of access points (APs) causes severe interference. In order to reduce interference and effectively allocate network resources while ensuring the user's quality of service (QoS), this paper proposes a UDN resource joint allocation scheme based on cooperative computing and genetic algorithm. This algorithm solves the problem of the slow convergence of the traditional genetic algorithm and can also prevent potential split-brain problems for overlapping APs. The simulation results show that the algorithm can guarantee the system's performance while avoiding the high computational complexity problem caused by global resource optimization.

Citation Download Citation

Jiping Pang and Hongxian Tian "Dynamic wireless resource allocation in ultra-dense network based on cooperative computing", Proc. SPIE 12626, International Conference on Signal Processing, Computer Networks, and Communications (SPCNC 2022), 126261J (28 April 2023); https://doi.org/10.1117/12.2674288

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