H Cheng, S Ma, H Lee - IEEE antennas and wireless …, 2020 - ieeexplore.ieee.org
Path loss modeling of millimeter waves is regarded as one of the most challenging problems in the design of the fifth-generation (5G) mobile communication networks due to the high …
Accurate wireless network planning is crucial for the deployment of new wireless services. This usually requires the consecutive evaluation of many candidate solutions, which is only …
SK Hinga, AA Atayero - IEEE Access, 2021 - ieeexplore.ieee.org
5G millimeter wave (mmWave) application in mobile connectivity to realize high-speed, reliable communication is attributed with high path loss. This paper presents a detailed 3D …
S Ma, H Cheng, H Lee - Journal of Computing Science and …, 2021 - jcse.kiise.org
Deep learning has become one of the most powerful prediction approaches, and it can be used to solve classification and regression problems. We present a novel deep learning …
With significant advancements in Machine Learning and Deep Learning, Convolutional Neural Networks (CNNs) have shown promising results in handling classification and …
J Yoon, H Kim, D Lee, S Kwon - Electronics, 2024 - mdpi.com
This paper proposes an indoor positioning method based on Bluetooth Low Energy signals by Convolution Neural Network-Long Short-Term Memory (CNN-LSTM). The proposed …
M Geis, H Schippers, M Danger… - … Wireless 2023; 28th …, 2023 - ieeexplore.ieee.org
Private 5G and future 6G networks offer significant potential for automation in vertical domains but must face the challenge of dynamic and rapid adaptation to new operational …
SK Hinga, T Ogunfunmi - 2023 28th Asia Pacific Conference on …, 2023 - ieeexplore.ieee.org
Path loss is a major factor affecting the performance of wireless networks in dense urban areas. This paper investigates the path loss models in Lagos Island, Nigeria, a dense urban …
Abstract Internet-of-Things (IoT) is another excellent innovation after the Internet and mobile networks in the information era, aiming at connecting billions of end-devices across scales …