TY - GEN
T1 - Generative AI-Powered Aerial Access Networks
T2 - 15th International Conference on Information and Communication Technology Convergence, ICTC 2024
AU - Nguyen, Tri Hai
AU - Nguyen, Truong Khang
AU - Bao, Vo Nguyen Quoc
AU - Park, Heejae
AU - Park, Laihyuk
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Aerial access networks (AANs), comprising un-manned aerial vehicles (UAV), high-altitude platforms (HAPs), and low-earth orbit (LEO) satellites, are rapidly emerging as a critical component of next-generation communication systems. Their dynamic nature, heterogeneous composition, and vast coverage area pose significant challenges for network management and optimization. Generative artificial intelligence (GenAI), renowned for its ability to generate new content, offers a promising solution to these challenges. In this paper, we explore the applications of GenAI in AANs in recent studies. We also identify key challenges and outline promising research directions.
AB - Aerial access networks (AANs), comprising un-manned aerial vehicles (UAV), high-altitude platforms (HAPs), and low-earth orbit (LEO) satellites, are rapidly emerging as a critical component of next-generation communication systems. Their dynamic nature, heterogeneous composition, and vast coverage area pose significant challenges for network management and optimization. Generative artificial intelligence (GenAI), renowned for its ability to generate new content, offers a promising solution to these challenges. In this paper, we explore the applications of GenAI in AANs in recent studies. We also identify key challenges and outline promising research directions.
KW - aerial access network
KW - future outlook
KW - generative AI
KW - recent studies
UR - http://www.scopus.com/inward/record.url?scp=85217680547&partnerID=8YFLogxK
U2 - 10.1109/ICTC62082.2024.10827504
DO - 10.1109/ICTC62082.2024.10827504
M3 - Conference contribution
AN - SCOPUS:85217680547
T3 - International Conference on ICT Convergence
SP - 529
EP - 533
BT - ICTC 2024 - 15th International Conference on ICT Convergence
PB - IEEE Computer Society
Y2 - 16 October 2024 through 18 October 2024
ER -