TY - GEN
T1 - Channel Quality Estimation in 3D Drone Base Station for Future Wireless Network
AU - Tarekegn, Getaneh Berie
AU - Juang, Rong Terng
AU - Lin, Hsin Piao
AU - Munaye, Yirga Yayeh
AU - Wang, Li Chun
AU - Jeng, Shiann Shiun
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - Due to its agility, high maneuverability, and cost-effective features, drone base stations (DBSs) are expected to be a key component of the next-generation wireless communication platforms. In this paper, we propose an adaptive and accurate air-to-ground (A2G) wireless channel quality based on long short-term memory (LSTM) in a 3D aerial base station deployment. The proposed method can achieve 95.71% link quality estimation (LQE) accuracy. Thus, the proposed system can provide promising and reasonable LQE in a dynamic and complex drone-aided wireless communication environment.
AB - Due to its agility, high maneuverability, and cost-effective features, drone base stations (DBSs) are expected to be a key component of the next-generation wireless communication platforms. In this paper, we propose an adaptive and accurate air-to-ground (A2G) wireless channel quality based on long short-term memory (LSTM) in a 3D aerial base station deployment. The proposed method can achieve 95.71% link quality estimation (LQE) accuracy. Thus, the proposed system can provide promising and reasonable LQE in a dynamic and complex drone-aided wireless communication environment.
KW - Drone base station
KW - long short-term memory
KW - wireless channel estimation
UR - http://www.scopus.com/inward/record.url?scp=85123421883&partnerID=8YFLogxK
U2 - 10.1109/WOCC53213.2021.9603241
DO - 10.1109/WOCC53213.2021.9603241
M3 - Conference contribution
AN - SCOPUS:85123421883
T3 - 2021 30th Wireless and Optical Communications Conference, WOCC 2021
SP - 236
EP - 239
BT - 2021 30th Wireless and Optical Communications Conference, WOCC 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 30th Wireless and Optical Communications Conference, WOCC 2021
Y2 - 7 October 2021 through 8 October 2021
ER -