TY - GEN
T1 - Low Service Latency and High Capacity Satisfaction Scheme under Novel Beam Hopping Design in LEO Satellite Networks
AU - Jiang, Lifeng
AU - Fan, Ye
AU - Li, Tong
AU - Liu, Xiangyi
AU - Yao, Rugui
AU - Xie, Yi
AU - Zuo, Xiaoya
AU - Li, Lu
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Beam hopping (BH) has great potential to improve satellite resource utilization and business service capabilities through time slicing. During the BH pattern design, most existing studies focus on the communication requests satisfaction, which ensures high throughput communication for each user. Since all users have a priority order during service, the service fairness among users is hardly guaranteed, which has rarely been considered. Therefore, in this paper, we investigate a joint latency tradeoff and service satisfaction design in the BH satellite system. To be specific, we propose a beam-cluster scheme to design the BH pattern to avoid co-channel interference under spectrum sharing, where all beams are uniformly clustered for service fairness at the cluster level. Besides, a multi-objective optimization problem for minimizing the latency and maximizing the capacity-request ratio is proposed to ensure service fairness at the beam level. To simplify the multi-objective optimization problem, the allocated time-slot number to beams is determined according to requests. Moreover, the value function is adopted, and the Delay-Fairness-Service-Value-Optimal (DFSVO) algorithm is proposed to obtain the BH pattern. Lastly, the simulation results demonstrate the superiority of BH technology and the proposed DFSVO algorithm when compared with the traditional fixed allocation scheme, which ensure low latency and a high capacity-request ratio1.
AB - Beam hopping (BH) has great potential to improve satellite resource utilization and business service capabilities through time slicing. During the BH pattern design, most existing studies focus on the communication requests satisfaction, which ensures high throughput communication for each user. Since all users have a priority order during service, the service fairness among users is hardly guaranteed, which has rarely been considered. Therefore, in this paper, we investigate a joint latency tradeoff and service satisfaction design in the BH satellite system. To be specific, we propose a beam-cluster scheme to design the BH pattern to avoid co-channel interference under spectrum sharing, where all beams are uniformly clustered for service fairness at the cluster level. Besides, a multi-objective optimization problem for minimizing the latency and maximizing the capacity-request ratio is proposed to ensure service fairness at the beam level. To simplify the multi-objective optimization problem, the allocated time-slot number to beams is determined according to requests. Moreover, the value function is adopted, and the Delay-Fairness-Service-Value-Optimal (DFSVO) algorithm is proposed to obtain the BH pattern. Lastly, the simulation results demonstrate the superiority of BH technology and the proposed DFSVO algorithm when compared with the traditional fixed allocation scheme, which ensure low latency and a high capacity-request ratio1.
KW - beam hopping
KW - Delay-Fairness-Service-Value-Optimal (DFSVO) algorithm
KW - multi-objective optimization
KW - spectrum sharing
UR - http://www.scopus.com/inward/record.url?scp=85184849841&partnerID=8YFLogxK
U2 - 10.1109/ICSPCC59353.2023.10400279
DO - 10.1109/ICSPCC59353.2023.10400279
M3 - 会议稿件
AN - SCOPUS:85184849841
T3 - Proceedings of 2023 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2023
BT - Proceedings of 2023 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2023
Y2 - 14 November 2023 through 17 November 2023
ER -