Seven defining features of terahertz (THz) wireless systems: A fellowship of communication and sensing
Wireless communication at the terahertz (THz) frequency bands (0.1–10 THz) is viewed as
one of the cornerstones of tomorrow's 6G wireless systems. Owing to the large amount of …
one of the cornerstones of tomorrow's 6G wireless systems. Owing to the large amount of …
LSTM-based distributed conditional generative adversarial network for data-driven 5G-enabled maritime UAV communications
5G enabled maritime unmanned aerial vehicle (UAV) communication is one of the important
applications of 5G wireless network which requires minimum latency and higher reliability to …
applications of 5G wireless network which requires minimum latency and higher reliability to …
Machine learning in NextG networks via generative adversarial networks
E Ayanoglu, K Davaslioglu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Generative Adversarial Networks (GANs) are Machine Learning (ML) algorithms that have
the ability to address competitive resource allocation problems together with detection and …
the ability to address competitive resource allocation problems together with detection and …
Toward federated-learning-enabled visible light communication in 6G systems
Visible light communication (VLC) technology was introduced as a key enabler for the next
generation of wireless networks, mainly thanks to its simple and low-cost implementation …
generation of wireless networks, mainly thanks to its simple and low-cost implementation …
Spectrum sensing based on spectrogram-aware CNN for cognitive radio network
L Cai, K Cao, Y Wu, Y Zhou - IEEE Wireless Communications …, 2022 - ieeexplore.ieee.org
Spectrum sensing is one of the key problems in the cognitive radio network. Existing
spectrum sensing methods commonly use deep learning models such as the convolutional …
spectrum sensing methods commonly use deep learning models such as the convolutional …
Federated generative adversarial networks based channel estimation
With the rapid growth of connectivity and demands on reliable communications, channel
estimation becomes a critical problem. Recently, the advancement of deep learning enables …
estimation becomes a critical problem. Recently, the advancement of deep learning enables …
AI-Based Wireless Communication
Artificial intelligence (AI) is one of the key enablers among quantum technology, smart meta-
surfaces, dense antenna arrays, and mobile edge communication in 6G. The level of …
surfaces, dense antenna arrays, and mobile edge communication in 6G. The level of …
[引用][C] Quantum-Based Partially Observable Markov Decision Process for UAV Trajectory
B Narottama, SY Shin - 한국통신학회학술대회논문집, 2022 - dbpia.co.kr
This paper proposes a quantum partially observable markov decision process (Q-POMDP)-
based optimization for UAV trajectory. Considering total achievable sum-rate, the objective …
based optimization for UAV trajectory. Considering total achievable sum-rate, the objective …