Measurement-based prediction of mmWave channel parameters using deep learning and point cloud
Millimeter-wave (MmWave) channel characteristics are quite different from sub-6 GHz
frequency bands. The major differences include higher path loss and sparser multipath …
frequency bands. The major differences include higher path loss and sparser multipath …
Dynamic Indoor mmWave MIMO Radar Simulation: An Image Rendering-Based Approach
Radar simulation offers the potential to generate data cubes with effectiveness and
accuracy. However, the radar simulator considering both dense multipaths of indoor …
accuracy. However, the radar simulator considering both dense multipaths of indoor …
White Paper on Radio Channel Modeling and Prediction to Support Future Environment-aware Wireless Communication Systems
M Boban, V Degli-Esposti - arXiv preprint arXiv:2309.17088, 2023 - arxiv.org
COST INTERACT working group (WG) 1 aims at increasing the theoretical and experimental
understanding of radio propagation and channels in environments of interest and at deriving …
understanding of radio propagation and channels in environments of interest and at deriving …
[HTML][HTML] Point cloud-based environment reconstruction and ray tracing simulations for railway tunnel channels
Radio propagation environment plays a critical role in the performance of wireless
communication systems, and understanding channel characteristics is vital for ensuring …
communication systems, and understanding channel characteristics is vital for ensuring …
Radio Environment Electrical Parameter Calibration for Ray Tracing Channel Simulation Using Neural Networks
Integration of Ray Tracing (RT) and Artificial Intelligence (AI) represents a transformative
approach that has received significant attention in 6G communications. The electrical …
approach that has received significant attention in 6G communications. The electrical …
Millimeter Wave Radio Propagation Measurements and Channel Characterization in Indoor Factory Environments for ISAC
Y Wang, T Wang, X Zheng, X Liao… - 2024 IEEE 99th …, 2024 - ieeexplore.ieee.org
Integrated Sensing and Communication (ISAC) has been considered a promising
technology in the sixth generation (6G) system. An accurate channel model is a prerequisite …
technology in the sixth generation (6G) system. An accurate channel model is a prerequisite …
Prediction of Path Loss Based on ACO-BP at Terahertz Band in the Conference Room Scenario
S Wang, S Li, Y Liu, C Jiang - 2024 International Conference …, 2024 - ieeexplore.ieee.org
Path loss is a significant large scale parameter in the wireless communication system. A
back propagation neural network (BPNN) path loss prediction model optimized based on the …
back propagation neural network (BPNN) path loss prediction model optimized based on the …