Frequency Resource Allocation for Satellite Communications System Based on Model Predictive Control and Its Application to Frequency Bandwidth Allocation for Aircraft

Yuma Abe, Hiroyuki Tsuji, Amane Miura, Shuichi Adachi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we propose a frequency bandwidth allocation method for satellite communications (SATCOM) based on the Model Predictive Control (MPC) and a sparse optimization method. To utilize limited frequency bandwidth resources of SATCOM efficiently, control strategies for SATCOM system are studied. We treat the frequency bandwidth allocation problem for SATCOM as an optimal control problem. Then, based on the assumption that a time variation model of communication requests is obtained, we propose an optimal control method based on the MPC and the sparse optimization. By utilizing the proposed method, the limited frequency bandwidth is utilized efficiently. We verify the effectiveness of the proposed method in a numerical simulation by using actual data of aircraft.

Original languageEnglish
Title of host publication2018 IEEE Conference on Control Technology and Applications, CCTA 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages165-170
Number of pages6
ISBN (Electronic)9781538676981
DOIs
Publication statusPublished - 2018 Oct 26
Event2nd IEEE Conference on Control Technology and Applications, CCTA 2018 - Copenhagen, Denmark
Duration: 2018 Aug 212018 Aug 24

Other

Other2nd IEEE Conference on Control Technology and Applications, CCTA 2018
CountryDenmark
CityCopenhagen
Period18/8/2118/8/24

Fingerprint

Satellite Communication
Bandwidth Allocation
Satellite communication systems
Frequency allocation
Model predictive control
Model Predictive Control
Communication satellites
Resource Allocation
Resource allocation
Communication Systems
Aircraft
Bandwidth
Optimization Methods
Control Strategy
Optimal Control Problem
Optimal Control
Communication
Computer simulation
Verify
Numerical Simulation

ASJC Scopus subject areas

  • Aerospace Engineering
  • Control and Optimization
  • Automotive Engineering
  • Safety, Risk, Reliability and Quality

Cite this

Abe, Y., Tsuji, H., Miura, A., & Adachi, S. (2018). Frequency Resource Allocation for Satellite Communications System Based on Model Predictive Control and Its Application to Frequency Bandwidth Allocation for Aircraft. In 2018 IEEE Conference on Control Technology and Applications, CCTA 2018 (pp. 165-170). [8511589] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCTA.2018.8511589

Frequency Resource Allocation for Satellite Communications System Based on Model Predictive Control and Its Application to Frequency Bandwidth Allocation for Aircraft. / Abe, Yuma; Tsuji, Hiroyuki; Miura, Amane; Adachi, Shuichi.

2018 IEEE Conference on Control Technology and Applications, CCTA 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 165-170 8511589.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abe, Y, Tsuji, H, Miura, A & Adachi, S 2018, Frequency Resource Allocation for Satellite Communications System Based on Model Predictive Control and Its Application to Frequency Bandwidth Allocation for Aircraft. in 2018 IEEE Conference on Control Technology and Applications, CCTA 2018., 8511589, Institute of Electrical and Electronics Engineers Inc., pp. 165-170, 2nd IEEE Conference on Control Technology and Applications, CCTA 2018, Copenhagen, Denmark, 18/8/21. https://doi.org/10.1109/CCTA.2018.8511589
Abe Y, Tsuji H, Miura A, Adachi S. Frequency Resource Allocation for Satellite Communications System Based on Model Predictive Control and Its Application to Frequency Bandwidth Allocation for Aircraft. In 2018 IEEE Conference on Control Technology and Applications, CCTA 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 165-170. 8511589 https://doi.org/10.1109/CCTA.2018.8511589
Abe, Yuma ; Tsuji, Hiroyuki ; Miura, Amane ; Adachi, Shuichi. / Frequency Resource Allocation for Satellite Communications System Based on Model Predictive Control and Its Application to Frequency Bandwidth Allocation for Aircraft. 2018 IEEE Conference on Control Technology and Applications, CCTA 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 165-170
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