A comprehensive survey on NSGA-II for multi-objective optimization and applications

H Ma, Y Zhang, S Sun, T Liu, Y Shan - Artificial Intelligence Review, 2023 - Springer
In the last two decades, the fast and elitist non-dominated sorting genetic algorithm (NSGA-
II) has attracted extensive research interests, and it is still one of the hottest research …

Beampattern optimization techniques using metaheuristic algorithm for collaborative beamforming: a review

NI Ab Majid, NNN Abd Malik, NA Zakaria - Bulletin of Electrical Engineering …, 2023 - beei.org
The fast improvements in wireless technology and embedded systems have sparked a
renewed interest in collaborative beamforming (CB) approach used in wireless sensor …

Designing antennas with quasi-isotropic radiation patterns using pixel structures

W Zheng, H Li - IEEE Transactions on Antennas and …, 2023 - ieeexplore.ieee.org
In this article, a systematic method for designing antennas with quasi-isotropic patterns is
proposed based on pixel structures and-port networks. Multilayered pixel structures are …

Design of circularly polarized smartwatch antenna with reactive loads

W Zheng, H Li, G Liu - IEEE Antennas and Wireless …, 2023 - ieeexplore.ieee.org
Designing multifunctional antennas is challenging for smartwatches enclosed by metallic
frame. In this letter, we propose an efficient and practical method to realize circular …

Inverse-Designed Superstrate for Arbitrary Shaped-Beam Radiation Pattern Based on Inverse Scattering Method

R Xi, XH Wang, TF Wei, SW Qu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
By using the inverse scattering method, an inverse design for a dielectric-type superstrate of
antenna is introduced to get the arbitrary shaped-beam radiation pattern in this article. The …

Collaborative WSN-UAV Data Collection in Smart Agriculture: A Bi-objective Optimization Scheme

G Sun, X Zheng, J Li, H Kang, S Liang - ACM Transactions on Sensor …, 2023 - dl.acm.org
Smart agriculture which integrates the agriculture with Internet of Things (IoT) has attracted
attention since it contributes to increase the productivity and quality of crops, reduce energy …

Alleviating User Interaction for Handset Antennas with Reactive Loads

H Li, W Zheng, Y Diao, Q Wu - IEEE Transactions on Antennas …, 2023 - ieeexplore.ieee.org
Alleviating user interaction in handset antennas is challenging. In this communication, a
systematic approach is proposed to improve the radiation efficiency of antennas in lossy …

[HTML][HTML] Multi-Objective NSGA-II Optimization for Broadband Beamforming with Spherical Harmonic Domain Assistance

Z Liu, H Zhou, X Song, M Wang, L Weng - Sensors, 2023 - mdpi.com
Sidelobe suppression is a major challenge in wideband beamforming for acoustic research,
especially in high noise and reverberation environments. In this paper, we propose a multi …

Optimization design of collaborative beamforming for heterogeneous UAV swarm

Z Xu, X Zheng, J Zhou - Physical Communication, 2023 - Elsevier
Collaborative beamforming (CB) of a virtual antenna array (VAA) is an effective approach to
enhance communication performance of UAV swarms. In this paper, the beam optimization …

GA-aided directivity in volumetric and planar massive-antenna array design

BF Costa, T Abrão - Signal Processing, 2023 - Elsevier
The problem of directivity enhancement, leading to the increasing in the directivity gain over
a certain desired angle of arrive/departure (AoA/AoD), is considered in this work. A new …