TY - GEN
T1 - Access Authentication for Mega-Constellation based on Hierarchical Consensus
AU - Lai, Xin
AU - Wang, Zhiyuan
AU - Zhang, Shan
AU - Meng, Qingkai
AU - Luo, Hongbin
N1 - Publisher Copyright:
©2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Low earth orbit (LEO) constellation has the potential to provide low-latency Internet services with the global coverage. However, LEO satellite networks with open channels and dynamic topology are faced with crucial security issue on authenticating terrestrial users. In this paper, we propose an access authentication method for LEO satellite networks based on consensus protocol PBFT, aiming to achieve small communication overhead and high authentication accuracy. The PBFT consensus protocol tolerates Byzantine nodes with the ratio 1/3, but incurs a tremendous communication overhead, therefore, it is not deployable in mega-constellation. To address this challenge, we propose to divide the LEO constellation into multiple consensus groups and present the design of hierarchical PBFT (H-PBFT). We analytically derive the communication overhead incurred by PBFT and our proposed H-PBFT and analyze the authentication accuracy achieved by these two protocols given the faulty satellite probability. The analytical results allow us to properly optimize the scale of the consensus groups and attain the desired tradeoff between small communication overhead and high authentication accuracy. Simulation results show that our proposed access authentication method based on H-PBFT outperforms state-of-the-art consensus protocols (i.e., PBFT and double-layer PBFT) in terms of communication overhead and authentication accuracy.
AB - Low earth orbit (LEO) constellation has the potential to provide low-latency Internet services with the global coverage. However, LEO satellite networks with open channels and dynamic topology are faced with crucial security issue on authenticating terrestrial users. In this paper, we propose an access authentication method for LEO satellite networks based on consensus protocol PBFT, aiming to achieve small communication overhead and high authentication accuracy. The PBFT consensus protocol tolerates Byzantine nodes with the ratio 1/3, but incurs a tremendous communication overhead, therefore, it is not deployable in mega-constellation. To address this challenge, we propose to divide the LEO constellation into multiple consensus groups and present the design of hierarchical PBFT (H-PBFT). We analytically derive the communication overhead incurred by PBFT and our proposed H-PBFT and analyze the authentication accuracy achieved by these two protocols given the faulty satellite probability. The analytical results allow us to properly optimize the scale of the consensus groups and attain the desired tradeoff between small communication overhead and high authentication accuracy. Simulation results show that our proposed access authentication method based on H-PBFT outperforms state-of-the-art consensus protocols (i.e., PBFT and double-layer PBFT) in terms of communication overhead and authentication accuracy.
KW - Satellite networks
KW - access authentication
KW - consensus protocols
UR - https://www.scopus.com/pages/publications/85191656008
U2 - 10.1109/Satellite59115.2023.00011
DO - 10.1109/Satellite59115.2023.00011
M3 - 会议稿件
AN - SCOPUS:85191656008
T3 - Proceedings - 2023 IEEE International Conference on Satellite Computing, Satellite 2023
SP - 13
EP - 18
BT - Proceedings - 2023 IEEE International Conference on Satellite Computing, Satellite 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 IEEE International Conference on Satellite Computing, Satellite 2023
Y2 - 25 November 2023 through 26 November 2023
ER -