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Abstract
Satellite mega-constellations (SMCs) encounter significant operational challenges due to various space environmental effects. While the mechanisms underlying some of these effects have been studied from a physical perspective, their precise impact on the network performance of SMCs remains unclear. To elucidate this further, this study investigates the spatiotemporal distribution characteristics of space environmental effects, such as solar radiation, ionizing radiation, and space debris, and the associated failure mechanisms in the nodes and links of SMCs. In addition, the impacts of solar radiation and single-event effects on performance of SMC system, particularly network throughput capacity, are examined. Results reveal that under the effect of the space environment, the throughput capacity degradation of SMC system varies with different parameters such as orbital altitude and inclination. Most importantly, the results bridge the gap between the physical phenomena of space environmental effects and network-level modeling. Finally, future research directions are prospected, regarding network topology control, constellation architecture, network routing techniques, and so on, to help mitigate network performance degradation due to space environmental effects.
Keywords
Satellite mega-constellations
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Network topology structure
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Space environmental effects
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System throughput capacity
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Min Sheng, Di Zhou, Sijing Ji, Weigang Bai, Yan Zhu, Junyu Liu, Jiandong Li.
Effects of Space Environment on Satellite Mega-Constellations: From Nodes and Links to Network Performance.
Engineering, 2025, 54(11): 93-102 DOI:10.1016/j.eng.2025.07.024
| [1] |
Ye N, Hou C, Ouyang Q, Kang B, Shin H, Mumtaz S.Techno-economic assessment of LEO mega-constellation with multi-satellite collaboration.IEEE Commun Mag 2024; 62(11):36-42.
|
| [2] |
Maiolini G Capez, Cáceres MA, Armellin R, Bridges CP, Fraire JA, Frey S, et al.On the use of mega constellation services in space: integrating LEO platforms into 6G non-terrestrial networks.IEEE J Sel Areas Commun 2024; 42(12):3490-3504.
|
| [3] |
Zhou D, Sheng M, Li J, Han Z.Aerospace integrated networks innovation for empowering 6G: a survey and future challenges.IEEE Commun Surv Tutor 2023; 25(2):975-1019.
|
| [4] |
Chaudhry AU, Yanikomeroglu H.When to crossover from earth to space for lower latency data communications?.IEEE Trans Aerosp Electron Syst 2022; 58(5):3962-3978.
|
| [5] |
Ahmmed T, Alidadi A, Zhang Z, Chaudhry AU, Yanikomeroglu H.The digital divide in Canada and the role of LEO satellites in bridging the gap.IEEE Commun Mag 2022; 60(6):24-30.
|
| [6] |
Abdelsadek MY, Chaudhry AU, Darwish T, Erdogan E, Karabulut-Kurt G, Madoery PG, et al.Future space networks: toward the next giant leap for humankind.IEEE Trans Commun 2023; 71(2):949-1007.
|
| [7] |
Mazur JE, Fennell JF, Roeder JL, O PT’Brien, Guild TB, Likar JJ.The timescale of surface-charging events.IEEE Trans Plasma Sci 2012; 40(2):237-245.
|
| [8] |
Bedingfield KL, Leach RD.Spacecraft system failures and anomalies attributed to the natural space environment. National Aeronautics and Space Administration, Marshall Space Flight Center, Washington, DC (1996)
|
| [9] |
Koons HC, Mazur JE, Selesnick RS, Blake JB.The impact of the space environment on space systems.In: Proceedings of the 6th Spacecraft Charging Technology Conference; 1998 Nov 2–6; Hanscom AFB, M A, USA. Washington, DC: National Aeronautics and Space Administration; 1999.
|
| [10] |
Ji XY, Li YZ, Liu GQ, Wang J, Xiang SH, Yang XN, et al.A brief review of ground and flight failures of Chinese spacecraft.Prog Aerosp Sci 2019; 107:19-29.
|
| [11] |
Lu Y, Shao Q, Yue H, Yang F.A review of the space environment effects on spacecraft in different orbits.IEEE Access 2019; 7:93473-93488.
|
| [12] |
Green JC, Likar J, Shprits Y.Impact of space weather on the satellite industry.Space Weather 2017; 15(6):804-818.
|
| [13] |
Rahim RBA, Sabri SF, Hasbullah NF.Radiation characteristics and SEU rates in NEqO environment using SPENVIS.In: Proceedings of the 2016 International Conference on Computer and Communication Engineering; 2016 Jul 25–27; Kuala Lumpur, Malaysia. New York City: IEE E; 2016. p. 454–8.
|
| [14] |
Braun V, Horstmann A, Lemmens S, Wiedemann C, Böttcher L.Recent developments in space debris environment modelling, verification and validation with MASTER.In: Proceedings of the 8th European Conference on Space Debris; 2021 Apr 20–23; Darmstadt, Germany. Paris: ESA Space Debris Office; 2021. p. 18.
|
| [15] |
United States Committee on Extension to the Standard Atmosphere.US standard atmosphere, 1976.Report. Washington, DC: National Oceanic and Atmospheric Administration; 1976.
|
| [16] |
Jacchia LG.Static diffusion models of the upper atmosphere with empirical temperature profiles. SAO special report. National Oceanic and Atmospheric Administration, Washington, DC (1964)
|
| [17] |
Chen Y, Larsen BA, Henderson MG.Calculating ionizing doses in geosynchronous orbit from in-situ particle measurements and models.In: Proceedings of the 2020 IEEE Aerospace Conference; 2020 Mar 7–14; Flagship Big Sky, M T, USA. New York City: IEE E; 2020. p. 1–8.
|
| [18] |
Aarons J.Global morphology of ionospheric scintillations.IEEE Proceed 1982; 70(4):360-378.
|
| [19] |
Basu S, Groves KM, Basu S, Sultan PJ.Specification and forecasting of scintillations in communication/navigation links: current status and future plans.J Atmos Sol Terr Phys 2002; 64(16):1745-1754.
|
| [20] |
Stubbe P, Hagfors T.The Earth’s ionosphere: a wall-less plasma laboratory.Surv Geophys 1997; 18(1):57-127.
|
| [21] |
Anderson PC, Rich FJ, Borisov S.Mapping the South Atlantic Anomaly continuously over 27 years.J Atmos Sol Terr Phys 2018; 177:237-246.
|
| [22] |
Wang J, Zhou C.Statistical modeling and analysis of satellite failure based on 2-Weibull segmented model.IEEE Access 2021; 9:128747-128754.
|
| [23] |
Wang J, Yin H.Failure rate prediction model of substation equipment based on Weibull distribution and time series analysis.IEEE Access 2019; 7:85298-85309.
|
| [24] |
Güreş S D, Durmaz B.Satellite failure estimation vs.reliability prediction analysis. In: Proceedings of the 2019 Annual Reliability and Maintainability Symposium; 2019 Jan 18–21; Orlando, F L, USA. New York City: IEE E; 2019. p. 1–5.
|
| [25] |
Zhou H, Yang Y, Huang HZ, Liu Y, Peng W.Reliability analysis of a satellite system considering common cause failures.In: Proceedings of the 2012 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering; 2012 Jun 15–18; Chengdu, China. New York City: IEE E; 2012. p. 55–8.
|
| [26] |
Wang X, Xie L, Zhou J.System reliability model considering common cause failures.J Mech Engo 2005; 41(1):24-28.
|
| [27] |
Wang ZM, Ding LL, Yao ZB, Guo HX, Zhou H, Lv M.The reliability and availability analysis of SEU mitigation techniques in SRAM-based FPGAs.In: Proceedings of the 2009 European Conference on Radiation and Its Effects on Components and Systems; 2009 Sep 14–18; Brugge, Belgium. New York City: IEE E; 2009. p. 497–503.
|
| [28] |
Binder D.Analytic SEU rate calculation compared to space data.IEEE Trans Nucl Sci 1988; 35(6):1570-1572.
|
| [29] |
Morgan K, Caffrey M, Graham P, Johnson E, Pratt B, Wirthlin M.SEU-induced persistent error propagation in FPGAs.IEEE Trans Nucl Sci 2006; 52(6):2438-2445.
|
| [30] |
European Space Agency (ESA).Space Environment Information System (SPENVIS) [Internet].Paris: European Space Agency; 2025 Jun 26 [cited 2025 Jul 8]. Available from: http://www.spenvis.oma.be.
|
| [31] |
Flegel S, Gelhaus J, Wiedemann C, Vorsmann P, Oswald M, Stabroth S, et al.The MASTER-2009 space debris environment model.In: Proceedings of the Fifth European Conference on Space Debris; 2009 Mar 30–Apr 2; Darmstadt, Germany. Paris: European Space Agency; 2009.
|
| [32] |
Olivieri L, Francesconi A.Large constellations vulnerability assessment.Population 2017; 3:4.
|
| [33] |
Wei Y, Zhu R, Zhang Y, Zhang Q, Sun Z.Spatio-temporal routing based on sun outage prediction in deterministic satellite optical networks.In: Proceedings of the 2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings; 2023 Nov 4–7; Wuhan, China. New York City: IEE E; 2023. p. 1–3.
|
| [34] |
Chaudhry AU, Yanikomeroglu H.Laser intersatellite links in a Starlink constellation: a classification and analysis.IEEE Veh Technol Mag 2021; 16(2):48-56.
|
| [35] |
Chaudhry AU, Yanikomeroglu H.Free space optics for next-generation satellite networks.IEEE Consum Electron Mag 2021; 10(6):21-31.
|
| [36] |
Liu R, Sheng M, Lui KS, Wang X, Zhou D, Wang Y.Capacity of two-layered satellite networks.Wirel Netw 2017; 23(8):2651-2669.
|