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Author:

Xu, Xiaobin (Xu, Xiaobin.) | Wang, Qi (Wang, Qi.) | Li, Shuopeng (Li, Shuopeng.) | Xu, Haitao (Xu, Haitao.) | Zhao, Hui (Zhao, Hui.) | Han, Zhu (Han, Zhu.)

Indexed by:

EI Scopus SCIE

Abstract:

With the fierce global competition on satellite networks, the building of satellite constellations grows explosively. Sharply increasing on-orbit data will face the challenge of satellite-ground data transmission. GEO satellites become the top choice for satellite data relay due to their stable satellite-ground link. Most existing spectrum resource management for GEO relays is equipment-oriented and benefit priority, which may lead to a waste of spectrum resources. In this paper, we propose a real-time task-oriented resource allocation strategy for GEO relay systems. We model the spectrum allocation problem as a distributed non-cooperative Stackelberg game process. We prove that when both sides of the game pursue the maximization of personal revenue, the system will enter a Nash equilibrium state, whereas spectrum resources are not fully used. Based on the maximization of individual utilities (U-prior) and spectrum utilization (S-prior) methods, we design an adaptive dual-mode pricing mode to maximize the spectrum resources within a certain loss of revenue. The simulation results show that the S-prior and U-prior have better performance than the baseline method and existing optimization methods. Our proposed dual-mode strategy is making more throughputs and has less delay with little loss of utility values than that of individual utility maximization.

Keyword:

Satellite broadcasting Resource management multi-agent system GEO relay systems Satellites Relays Low earth orbit satellites Task analysis non-cooperative game Games 6G Resource allocation

Author Community:

  • [ 1 ] [Xu, Xiaobin]Beijing Univ Technol, Fac Informat Technol, Beijing 100021, Peoples R China
  • [ 2 ] [Wang, Qi]Beijing Univ Technol, Fac Informat Technol, Beijing 100021, Peoples R China
  • [ 3 ] [Li, Shuopeng]Beijing Univ Technol, Fac Informat Technol, Beijing 100021, Peoples R China
  • [ 4 ] [Zhao, Hui]Beijing Univ Technol, Fac Informat Technol, Beijing 100021, Peoples R China
  • [ 5 ] [Xu, Haitao]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
  • [ 6 ] [Han, Zhu]Univ Houston, Houston, TX 77004 USA
  • [ 7 ] [Han, Zhu]Kyung Hee Univ, Dept Comp Sci & Engn, Seoul 446701, South Korea

Reprint Author's Address:

  • [Li, Shuopeng]Beijing Univ Technol, Fac Informat Technol, Beijing 100021, Peoples R China;;[Xu, Haitao]Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China;;

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Source :

IEEE TRANSACTIONS ON MOBILE COMPUTING

ISSN: 1536-1233

Year: 2024

Issue: 5

Volume: 23

Page: 4303-4317

7 . 9 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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