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Terahertz band communication: An old problem revisited and research directions for the next decade
Terahertz (THz) band communications are envisioned as a key technology for 6G and
Beyond. As a fundamental wireless infrastructure, THz communication can boost abundant …
Beyond. As a fundamental wireless infrastructure, THz communication can boost abundant …
Terahertz wireless channels: A holistic survey on measurement, modeling, and analysis
Terahertz (0.1-10 THz) communications are envisioned as a key technology for sixth
generation (6G) wireless systems. The study of underlying THz wireless propagation …
generation (6G) wireless systems. The study of underlying THz wireless propagation …
Artificial intelligence enabled wireless networking for 5G and beyond: Recent advances and future challenges
5G wireless communication networks are currently being deployed, and B5G networks are
expected to be developed over the next decade. AI technologies and, in particular, ML have …
expected to be developed over the next decade. AI technologies and, in particular, ML have …
Reducing complexity of HEVC: A deep learning approach
High efficiency video coding (HEVC) significantly reduces bit rates over the preceding H.
264 standard but at the expense of extremely high encoding complexity. In HEVC, the quad …
264 standard but at the expense of extremely high encoding complexity. In HEVC, the quad …
Artificial intelligence enabled radio propagation for communications—Part I: Channel characterization and antenna-channel optimization
To provide higher data rates, as well as better coverage, cost efficiency, security,
adaptability, and scalability, the 5G and beyond 5G networks are developed with various …
adaptability, and scalability, the 5G and beyond 5G networks are developed with various …
Generative-adversarial-network-based wireless channel modeling: Challenges and opportunities
In modern wireless communication systems, wireless channel modeling has always been a
fundamental task in system design and performance optimization. Traditional channel …
fundamental task in system design and performance optimization. Traditional channel …
A non-stationary geometry-based MIMO channel model for millimeter-wave UAV networks
Unmanned aerial vehicle (UAV) communications are expected to play a major role in future
space-air-ground integrated networks (SAGINs). In this paper, a geometric three …
space-air-ground integrated networks (SAGINs). In this paper, a geometric three …
Machine-learning-based 3-D channel modeling for U2V mmWave communications
Unmanned aerial vehicle (UAV) millimeter wave (mmWave) technologies can provide
flexible link and high data rate for future communication networks. By considering the new …
flexible link and high data rate for future communication networks. By considering the new …
Feature selection and training multilayer perceptron neural networks using grasshopper optimization algorithm for design optimal classifier of big data sonar
The complexity and high dimensions of big data sonar, as well as the unavoidable presence
of unwanted signals such as noise, clutter, and reverberation in the environment of sonar …
of unwanted signals such as noise, clutter, and reverberation in the environment of sonar …
Machine learning for wireless communication channel modeling: An overview
Channel modeling is fundamental to design wireless communication systems. A common
practice is to conduct tremendous amount of channel measurement data and then to derive …
practice is to conduct tremendous amount of channel measurement data and then to derive …