Impact of 6G Space-Air-Ground Integrated Networks on Hard-to-Reach Areas: Tourism, Agriculture, Education, and Indigenous Communities

Authors

Keywords:

Space-air-ground integrated networks, hard-to-reach areas, tourism, agriculture, education, indigenous communities

Abstract

Due to low population density, difficult terrain, and insufficient infrastructure, the deployment of wireless communication in hard-to-reach areas has long been a challenge in the perspective of leadership corporations, companies, and governments despite the high demand from many local communities. The birth of space-air-ground integrated networks (SAGINs) which are designed to provide ubiquitous, seamless, and high-throughput connectivity is a promising solution to these challenges. In this paper, we investigate the unique difficulties faced by rural and remote areas without wireless communication in the information era. To address these problems, a general architecture of SAGINs is described with the aim to apply in these regions, following the unprecedented benefits in four key sectors including tourism, agriculture, education, and indigenous communities. Although SAGINs have been proposed recently, they are still in their fancy with a focus on the application in remote areas. Therefore, important open research topics are crucial to be investigated at the beginning of the design process to ensure that their full potential is leveraged to enhance the well-being of local populations and create sustainable development.

References

[1] H. Saarnisaari et al., “A 6G white paper on connectivity for remote areas,” 6G Research Visions, no. 5, University of Oulu, Apr. 2020.

[2] J. D. Santos, L. Rodrigues, and J. M. Lourenco, “The potential of 5G technology applied to tourism marketing,” in Promoting organizational performance through 5G and agile marketing, J. D. Santos and B. M. Sousa, Eds. Hershey PA, USA: IGI Global, 2022, ch. 2, pp. 28–41.

[3] Y. Zhang, D. J. Love, J. V. Krogmeier, C. R. Anderson, R. W. Heath, and D. R. Buckmaster, “Challenges and opportunities of future rural wireless communications,” IEEE Commun. Mag., vol. 59, no. 12, pp. 16–22, Dec. 2021.

[4] A. Chaoub et al., “6G for bridging the digital divide: Wireless connectivity to remote areas,” IEEE Wireless Commun., vol. 29, no. 1, pp. 160–168, Feb. 2022.

[5] J. Wang, C. Jiang, and L. Kuang, “High-mobility satellite-UAV communications: Challenges, solutions, and future research trends,” IEEE Commun. Mag., vol. 60, no. 5, pp. 38–43, May 2022.

[6] M.-H. T. Nguyen, T. T. Bui, L. D. Nguyen, E. Garcia-Palacios, H.-J. Zepernick, H. Shin, and T. Q. Duong, “Real-time optimized clustering and caching for 6G satellite-UAV-terrestrial networks,” IEEE Trans. Intell. Transp. Syst., vol. 25, no. 3, pp. 3009–3019, Mar. 2024.

[7] J. Liu, Y. Shi, Z. M. Fadlullah, and N. Kato, “Space-air-ground integrated network: A survey,” IEEE Commun. Surveys Tuts., vol. 20, no. 4, pp. 2714–2741, 4th Quart. 2018.

[8] N. Kato, Z. M. Fadlullah, F. Tang, B. Mao, S. Tani, A. Okamura, and J. Liu, “Optimizing space-air-ground integrated networks by artificial intelligence,” IEEE Wireless Commun., vol. 26, no. 4, pp. 140–147, Aug. 2019.

[9] T. T. Bui, L. D. Nguyen, B. Canberk, V. Sharma, O. A. Dobre, H. Shin, and T. Q. Duong, “Digital twin-empowered integrated satellite-terrestrial networks toward 6G internet of things,” IEEE Commun. Mag., pp. 1–8, 2024.

[10] T. Q. Duong, L. D. Nguyen, T. T. Bui, K. D. Pham, and G. K. Karagiannidis, “Machine learning-aided real-time optimized multibeam for 6G integrated satellite-terrestrial networks: Global coverage for mobile services,” IEEE Netw., vol. 37, no. 2, pp. 86–93, Mar./Apr. 2023.

[11] T. Q. Duong, L. D. Nguyen, T. T. Bui, and K. D. Pham, “Real-time optimal multibeam and power allocation in 5G satellite–terrestrial IoT networks,” in Proc. IEEE GLOBECOM, Rio de Janeiro, Brazil, Dec. 04-08, 2022, pp. 5619–5624.

[12] P. Wang, H. Li, B. Chen, and S. Zhang, “Enhancing earth observation throughput using inter-satellite communication,” IEEE Trans. Wireless Commun., vol. 21, no. 10, pp. 7990–8006, Oct. 2022.

[13] T. T. Bui, T. Q. Do, D. V. Huynh, T. Do-Duy, L. D. Nguyen, T.-V. Cao, V. Sharma, and T. Q. Duong, “Task offloading optimization for UAV-aided NOMA networks with coexistence of near-field and far-field communications,” IEEE Trans. Green Commun. Netw., 2024.

[14] T. Do-Duy, L. D. Nguyen, T. Q. Duong, S. Khosravirad, and H. Claussen, “Joint optimisation of real-time deployment and resource allocation for UAV-aided disaster emergency communications,” IEEE J. Sel. Areas Commun., vol. 39, no. 11, pp. 3411–3424, Nov. 2021.

[15] B. T. Tinh, L. D. Nguyen, H. H. Kha, and T. Q. Duong,“Practical optimization and game theory for 6G ultra-dense networks: Overview and research challenges,”IEEE Access, vol. 10, pp. 13 311–13 328, Jan. 2022

[16] C. Guo and H. Wang, “A study on the application of virtual reality in the marketing of rural cultural tourism in Hubei province,” in Proc. Int. Conf. Culture-Orient. Sci. Technol. (ICCST), Beijing, China, Nov.18–21 2021, pp. 562–566.

[17] L. D. Nguyen and ODMO team, “Application of online optimization supporting problem-solving and decision making,” Accessed: Jun. 24, 2024. [Online]. Available: https://www.opda-odmo.com/

[18] S. K. Jagatheesaperumal, K. Ahmad, A. Al-Fuqaha, and J. Qadir, “Advancing education through extended reality and internet of everything enabled metaverses: Applications, challenges, and open issues,” IEEE Trans. Learn. Technol., vol. 17, pp. 1120–1139, Jan. 2024.

[19] Y. Huang, Q. Wu, R. Lu, X. Peng, and R. Zhang, “Massive MIMO for cellular-connected UAV: Challenges and promising solutions,” IEEE Commun. Mag., vol. 59, no. 2, pp. 84–90, Feb. 2021.

[20] L. Lei, E. Lagunas, Y. Yuan, M. G. Kibria, S. Chatzinotas, and B. Ottersten, “Beam illumination pattern design in satellite networks: Learning and optimization for efficient beam hopping,” IEEE Access, vol. 8, pp. 136 655–136 667, Jul. 2020.

[21] L. Chen, V. N. Ha, E. Lagunas, L. Wu, S. Chatzinotas, and B. Ottersten, “The next generation of beam hopping satellite systems: Dynamic beam illumination with selective precoding,” IEEE Trans. Wireless Commun., vol. 22, no. 4, pp. 2666–2682, Apr. 2023.

[22] Y. Mao, O. Dizdar, B. Clerckx, R. Schober, P. Popovski, and H. V. Poor, “Rate-splitting multiple access: Fundamentals, survey, and future research trends,” IEEE Commun. Surveys Tuts., vol. 24, no. 4, pp. 2073–2126, Fourthquarter 2022.

[23] Z. Yin, M. Jia, N. Cheng, W. Wang, F. Lyu, Q. Guo, and X. Shen, “UAV-assisted physical layer security in multibeam satellite-enabled vehicle communications,” IEEE Trans. Intell. Transp. Syst., vol. 23, no. 3, pp. 2739–2751, Mar. 2022.

[24] A. Paul, K. Singh, C.-P. Li, O. A. Dobre, and T. Q. Duong, “Digital twin-aided vehicular edge network: A largescale model optimization by quantum-DRL,” IEEE Trans. Veh. Technol., 2024.

Downloads

Published

23-09-2024

How to Cite

[1]
T. T. Bui, A. Masaracchia, V. Sharma, O. Dobre, and T. Q. Duong, “Impact of 6G Space-Air-Ground Integrated Networks on Hard-to-Reach Areas: Tourism, Agriculture, Education, and Indigenous Communities”, EAI Endorsed Tour Tech Intel, vol. 1, no. 1, Sep. 2024.