Power allocation methods based on quantum intelligence algorithms DOI
Hongyuan Gao,

Huishuang Li,

Lulu Wu

et al.

Published: Aug. 4, 2023

The Macrocell/Femtocell two-layer heterogeneous network model is proposed to address the problems of large wasted resource and cost arising from large-scale deployment macro base stations (MBSs). To rationalize power allocation maximize system energy efficiency, quantum galaxy-based search algorithm (QGbSA) proposed, better optimization results than other comparative algorithms are obtained. In addition, a multi-objective model, in which both throughput consumption optimized as objective functions, developed. solve problem (MoP), (MoQGbSA)

Language: Английский

A Hybrid Nonlinear Whale Optimization Algorithm with Sine Cosine for Global Optimization DOI Creative Commons

Yubao Xu,

Jinzhong Zhang

Biomimetics, Journal Year: 2024, Volume and Issue: 9(10), P. 602 - 602

Published: Oct. 7, 2024

The whale optimization algorithm (WOA) is constructed on a whale's bubble-net scavenging pattern and emulates encompassing prey, devouring stochastic capturing for prey to establish the global optimal values. Nevertheless, WOA has multiple deficiencies, such as restricted precision, sluggish convergence acceleration, insufficient population variety, easy premature convergence, operational efficiency. sine cosine (SCA) oscillation attributes of coefficients in mathematics methodology. SCA upgrades amplifies search region, accelerates international investigation regional extraction. Therefore, hybrid nonlinear with (SCWOA) emphasized estimate benchmark functions engineering designs, ultimate intention investigate reasonable solutions. Compared other algorithms, BA, CapSA, MFO, MVO, SAO, MDWA, WOA, SCWOA exemplifies superior effectiveness greater computation profitability. experimental results emphasize that not only integrates extraction avoid realize most appropriate solution but also exhibits superiority practicability locate precision faster speed.

Language: Английский

Citations

2
Spectrum Management, Power Optimization and Interference Cancellation in Ultra-Dense Heterogeneous Femtocell Networks DOI Open Access

Shilpa Bhairanatti,

P Rubini

Journal of Advances in Information Technology, Journal Year: 2024, Volume and Issue: 11, P. 1221 - 1228

Published: Jan. 1, 2024

Language: Английский

Citations

1
NEIL: aN EfficIent cLuster-based device discovery for D2D communication in B5G DOI
Richa Kumari, Dinesh Kumar Tyagi, Ramesh Babu Battula

et al.

Peer-to-Peer Networking and Applications, Journal Year: 2024, Volume and Issue: 18(1), P. 1 - 25

Published: Dec. 4, 2024

Language: Английский

Citations

0
Power allocation methods based on quantum intelligence algorithms DOI
Hongyuan Gao,

Huishuang Li,

Lulu Wu

et al.

Published: Aug. 4, 2023

The Macrocell/Femtocell two-layer heterogeneous network model is proposed to address the problems of large wasted resource and cost arising from large-scale deployment macro base stations (MBSs). To rationalize power allocation maximize system energy efficiency, quantum galaxy-based search algorithm (QGbSA) proposed, better optimization results than other comparative algorithms are obtained. In addition, a multi-objective model, in which both throughput consumption optimized as objective functions, developed. solve problem (MoP), (MoQGbSA)

Language: Английский

Citations

0