Generative-adversarial-network-based wireless channel modeling: Challenges and opportunities

Y Yang, Y Li, W Zhang, F Qin, P Zhu… - IEEE Communications …, 2019 - ieeexplore.ieee.org
channel modeling methods, such as ray-tracing and geometry-based stochastic channel
models… the problem of autonomous wireless channel modeling without complex theoretical …

Trends and challenges in wireless channel modeling for evolving radio access

P Ferrand, M Amara, S Valentin… - IEEE communications …, 2016 - ieeexplore.ieee.org
… At the heart of this process are wireless channel models that now need to cover a massive …
This tutorial presents the key drivers behind the evolution of channel modeling and simulation …

Machine learning for wireless communication channel modeling: An overview

SM Aldossari, KC Chen - Wireless Personal Communications, 2019 - Springer
… The general wireless channel model is shown in equation below and other MmWave
channel can be found in [2]. Equation (1) shows finite-difference time-domain (FDTD). The time-…

Channel modeling and characteristics for 6G wireless communications

H Jiang, M Mukherjee, J Zhou, J Lloret - IEEE Network, 2020 - ieeexplore.ieee.org
modeling of 6G wireless channels. Then, we discuss the advancement of channel modeling
… research challenges of channel models and characteristics in 6G wireless communications. …

[图书][B] Wireless channel modeling, simulation, and estimation

CS Patel - 2006 - search.proquest.com
… Different estimation strategies such as Linear Minimum Mean Square Error (LMMSE) estimation
and linear interpolation using pilot symbols are evaluated using the channel models we …

Wireless channel modeling perspectives for ultra-reliable communications

PCF Eggers, M Angjelichinoski… - … on Wireless …, 2019 - ieeexplore.ieee.org
… Furthermore, in absence of dedicated URC channel models, we investigate the behavior
of a wide palette of existing wireless channel models in UR-relevant regime of operation. …

A general 3-D non-stationary 5G wireless channel model

S Wu, CX Wang, MM Alwakeel… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… stochastic models for the fifth generation (5G) wireless … 5G channel model aims at capturing
small-scale fading channel … for 5G wireless small scale fading channel models has been …

Propagation channel models for next-generation wireless communications systems

AF Molisch, F Tufvesson - IEICE Transactions on Communications, 2014 - search.ieice.org
… Fundamentals of Wireless Channel Models This section reviews wireless channel models
that are in use for … Wireless propagation channels are characterized first and foremost by the …

Outdoor MIMO wireless channels: Models and performance prediction

D Gesbert, H Bolcskei, DA Gore… - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
… capacity of outdoor MIMO channels. We start with theoretical model concepts and illustrate
… simple classification of MIMO channels and devise a MIMO channel model which is general …

Clustering enabled wireless channel modeling using big data algorithms

R He, B Ai, AF Molisch, GL Stuber, Q Li… - IEEE …, 2018 - ieeexplore.ieee.org
… opportunities in clustering-enabled wireless channel modeling are discussed in this context.
… tered channel modeling, are presented. Next, the motivation of cluster-based channel model