T Wang, CK Wen, H Wang, F Gao… - China …, 2017 - ieeexplore.ieee.org
Machine learning (ML) has been widely applied to the upper layers of wireless communication systems for various purposes, such as deployment of cognitive radio and …
With outstanding features, machine learning (ML) has become the backbone of numerous applications in wireless networks. However, the conventional ML approaches face many …
S Khalili, J Feng, O Simeone, J Tang… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
In a fast-fading environment, eg, high-speed railway communications, channel estimation and tracking require the availability of a number of pilot symbols that is at least as large as …
Y Cui, S Li, W Zhang - IEEE Journal on Selected Areas in …, 2020 - ieeexplore.ieee.org
In this article, we investigate jointly sparse signal recovery and jointly sparse support recovery in Multiple Measurement Vector (MMV) models for complex signals, which arise in …
T Yamamoto, K Takeda, F Adachi - EURASIP Journal on Advances in …, 2011 - Springer
A frequency-domain block signal detection (FDBD) using QR decomposition with M- algorithm maximum likelihood detection (QRM-MLD) can significantly improve the bit error …
B Lee, S Park, DJ Love, H Ji… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Fifth generation wireless standards require much lower latency than what current wireless systems can guarantee. The main challenge in fulfilling these requirements is the …
M Nicoli, U Spagnolini - IEEE transactions on signal processing, 2005 - ieeexplore.ieee.org
In time-slotted mobile communication systems with antenna array at the receiver, the space- time channel matrix is conventionally estimated by transmitting pilot symbols within each …
Y Liao, X Li, Z Cai - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
In intelligent transportation systems (ITS), 5G NR-V2V communication is adopted to expand the connectivity and coverage of ITS applications, where the data needs to be processed …
J Wang, C Wang, H Zhang, W Zhang… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Automatic modulation recognition (AMR) plays a vital role in non-cooperative communication systems, which is an important technological component of blind signal …