20 years of evolution from cognitive to intelligent communications
It has been 20 years since the concept of cognitive radio (CR) was proposed, which is an
efficient approach to provide more access opportunities to connect massive wireless …
efficient approach to provide more access opportunities to connect massive wireless …
Deep regularized waveform learning for beam prediction with limited samples in non-cooperative mmWave systems
Millimeter wave (mmWave) systems need beam management to establish and maintain
reliable links. This complex and time-consuming process seriously affects communication …
reliable links. This complex and time-consuming process seriously affects communication …
Interacting federated and transfer learning-aided CSI prediction for intelligent cellular networks
To establish more intelligent cellular networks for future ubiquitous access and
heterogeneous devices, we need to obtain channel state information (CSI) in a more agile …
heterogeneous devices, we need to obtain channel state information (CSI) in a more agile …
Knowledge-driven Meta-learning for CSI Feedback
H Xiao, W Tian, W Liu, J Guo, Z Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Accurate and effective channel state information (CSI) feedback is a key technology for
massive multiple-input and multiple-output systems. Recently, deep learning (DL) has been …
massive multiple-input and multiple-output systems. Recently, deep learning (DL) has been …
On the performance of downlink NOMA in underlay spectrum sharing
Non-orthogonal multiple access (NOMA) and spectrum sharing are two potential
technologies for providing massive connectivity in beyond fifth-generation (B5G) networks …
technologies for providing massive connectivity in beyond fifth-generation (B5G) networks …
An emergent self-awareness module for physical layer security in cognitive uav radios
In this paper, we propose to introduce an emergent Self-Awareness (SA) module at the
physical layer (PHY) in Cognitive Unmanned Aerial Vehicle (UAV) Radios to improve PHY …
physical layer (PHY) in Cognitive Unmanned Aerial Vehicle (UAV) Radios to improve PHY …
Control of electromagnetic radiation on coexisting smart radio environment
Efficient spectrum utilization is always the fundamental challenge of mobile communication
technology toward 6G. Instead of conventional spectral efficiency in bps/Hz, geographical …
technology toward 6G. Instead of conventional spectral efficiency in bps/Hz, geographical …
Next Generation Computing and Communication Hub for First Responders in Smart Cities
This paper contributes to the development of a Next Generation First Responder (NGFR)
communication platform with the key goal of embedding it into a smart city technology …
communication platform with the key goal of embedding it into a smart city technology …
Intelligent spectrum sensing algorithm for cognitive internet of vehicles based on KPCA and improved CNN
Y Duan, F Huang, L Xu, TA Gulliver - Peer-to-Peer Networking and …, 2023 - Springer
With the acceleration of economic globalization and integration, the global trade is
becoming more frequent, which promotes the vigorous development of transportation …
becoming more frequent, which promotes the vigorous development of transportation …
Spectrum monitoring of radio digital video broadcasting based on an improved generative adversarial network
XY Wang, JJ Yang, L Zhang, QN Lu, M Huang - Radio Science, 2021 - ieeexplore.ieee.org
Due to the inherent broadcast nature of wireless communication systems, instances of radio
jamming are common, such as natural interference and man-made interference, resulting in …
jamming are common, such as natural interference and man-made interference, resulting in …