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2023 | OriginalPaper | Chapter

7. Study of UAV Management Using Cloud-Based Systems

Authors : Sonali Vyas, Sourabh Singh Verma, Ajay Prasad

Published in: Deep Learning Technologies for the Sustainable Development Goals

Publisher: Springer Nature Singapore

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Abstract

Unmanned aerial vehicles (UAVs) are considered to be recent developing technology having ability of making various basic public and private processes better. UAVs help in speeding up the recovery and rescue activities and also helpful in delivery systems. Development of UAV systems by traditional techniques needs large amount of effort, time, and cost. Management of UAV systems using conventional techniques has many limitations. As the UAV airspace turn out to be more restrictive, it is significant to manage UAV systems by utilizing innovative methods of collision avoidance. In this chapter, cloud-web-application study is presented which offers real-time flight managing and regulating UAVs. For every linked UAV, exhaustive reading of the accelerometer UAV sensor, GPS and provides ultrasonic sensor as well as visual cameras in addition to status reports from small inner elements of UAVs. The flexible map overlap looks at current routes and existing UAV sites, letting users easily manage all aircraft operations. The system perceives and avoids major impacts by auto-adjusting the UAV flight modes and notifying users about changes. The main aim is to streamline efforts, reduction in time, and cost of collaborative applications for UAVs which are heterogenous. This chapter deliberates how UAVs are unified with the cloud computing standard for providing universal access to their services. UAV resources are tracked in a novel flexible web-service design and has integrated communication amid services known as resource oriented architecture. The UAV-cloud framework to facilitate the design of pervasive UAV viewpoints, also the trivial integrated design of UAV resources is also discussed in this chapter.

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Literature
1.
go back to reference Bhaskaranand, M., Gibson, J.D.: Low-complexity video encoding for UAV reconnaissance and surveillance. In: Military Communications Conference (MILCOM), pp. 1633–1638. IEEE (2011) Bhaskaranand, M., Gibson, J.D.: Low-complexity video encoding for UAV reconnaissance and surveillance. In: Military Communications Conference (MILCOM), pp. 1633–1638. IEEE (2011)
2.
go back to reference Koubâa, A., Qureshi, B., Sriti, M.F., Javed, Y., Tovar, E.: A service-oriented cloud-based management system for the Internet-of-Drones. In: IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), pp. 329–335. IEEE (2017) Koubâa, A., Qureshi, B., Sriti, M.F., Javed, Y., Tovar, E.: A service-oriented cloud-based management system for the Internet-of-Drones. In: IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), pp. 329–335. IEEE (2017)
3.
go back to reference Itkin, M., Kim, M., Park, Y.: Development of cloud-based UAV monitoring and management system. Sensors 16(11), 1913 (2016)CrossRef Itkin, M., Kim, M., Park, Y.: Development of cloud-based UAV monitoring and management system. Sensors 16(11), 1913 (2016)CrossRef
4.
go back to reference Norasma, C.Y.N., Fadzilah, M.A., Roslin, N.A., Zanariah, Z.W.N., Tarmidi, Z., Candra, F.S.: Unmanned aerial vehicle applications in agriculture. In: IOP Conference Series: Materials Science and Engineering, vol. 506, no. 1, p. 012063. IOP Publishing (2019) Norasma, C.Y.N., Fadzilah, M.A., Roslin, N.A., Zanariah, Z.W.N., Tarmidi, Z., Candra, F.S.: Unmanned aerial vehicle applications in agriculture. In: IOP Conference Series: Materials Science and Engineering, vol. 506, no. 1, p. 012063. IOP Publishing (2019)
5.
go back to reference Othman, K.: Integrated farming system and multifunctionality of agriculture in Malaysia. In: XV International Symposium on Horticultural Economics and Management, pp. 291–296. ISHS Acta Horticulturae 655, Malaysia (2004) Othman, K.: Integrated farming system and multifunctionality of agriculture in Malaysia. In: XV International Symposium on Horticultural Economics and Management, pp. 291–296. ISHS Acta Horticulturae 655, Malaysia (2004)
6.
go back to reference Samad, A.M., Kamarulzaman, N., Hamdani, M.A., Mastor, T.A., Hashim, K.A.: The potential of unmanned aerial vehicle (UAV) for civilian and mapping application. In: IEEE 3rd International Conference on System Engineering and Technology, pp. 313–318. IEEE (2013) Samad, A.M., Kamarulzaman, N., Hamdani, M.A., Mastor, T.A., Hashim, K.A.: The potential of unmanned aerial vehicle (UAV) for civilian and mapping application. In: IEEE 3rd International Conference on System Engineering and Technology, pp. 313–318. IEEE (2013)
7.
go back to reference Saadat, N., Sharif, M.M.M.: Application framework for forest surveillance and data acquisition using unmanned aerial vehicle system. In: International Conference on Engineering Technology and Technopreneurship (ICE2T), pp. 1–6. IEEE (2017) Saadat, N., Sharif, M.M.M.: Application framework for forest surveillance and data acquisition using unmanned aerial vehicle system. In: International Conference on Engineering Technology and Technopreneurship (ICE2T), pp. 1–6. IEEE (2017)
8.
go back to reference Pham, H., Smolka, S.A., Stoller, S.D., Phan, D., Yang, J.: A survey on unmanned aerial vehicle collision avoidance systems (2015). arXiv:1508.07723 Pham, H., Smolka, S.A., Stoller, S.D., Phan, D., Yang, J.: A survey on unmanned aerial vehicle collision avoidance systems (2015). arXiv:​1508.​07723
9.
go back to reference Luo, C., Nightingale, J., Asemota, E., Grecos, C.: A UAV-cloud system for disaster sensing applications. In: IEEE 81st Vehicular Technology Conference (VTC Spring), pp. 1–5. IEEE (2015) Luo, C., Nightingale, J., Asemota, E., Grecos, C.: A UAV-cloud system for disaster sensing applications. In: IEEE 81st Vehicular Technology Conference (VTC Spring), pp. 1–5. IEEE (2015)
10.
go back to reference Cochez, M., Periaux, J., Terziyan, V., Kamlyk, K., Tuovinen, T.: Evolutionary cloud for cooperative UAV coordination. In: Reports of the Department of Mathematical Information Technology. Series C, Software engineering and computational intelligence, (1/2014) (2014) Cochez, M., Periaux, J., Terziyan, V., Kamlyk, K., Tuovinen, T.: Evolutionary cloud for cooperative UAV coordination. In: Reports of the Department of Mathematical Information Technology. Series C, Software engineering and computational intelligence, (1/2014) (2014)
11.
go back to reference Feng, Y., Liu, S., Xie, W.: Autonomous capability evaluation of ground-attack UAV Based on cloud model and combined weight theory. Math. Probl. Eng. 2021 (2021) Feng, Y., Liu, S., Xie, W.: Autonomous capability evaluation of ground-attack UAV Based on cloud model and combined weight theory. Math. Probl. Eng. 2021 (2021)
12.
go back to reference Gong, X., Yu, C.: Improved TODIM approach for alternative evaluation based on cloud model. Electron. Electr. Syst. Eng. 40(7), 1539–1547 (2018) Gong, X., Yu, C.: Improved TODIM approach for alternative evaluation based on cloud model. Electron. Electr. Syst. Eng. 40(7), 1539–1547 (2018)
13.
go back to reference Wang, D., Liu, D., Ding, H., et al.: A cloud model-based approach for water quality assessment. Environ. Res. 148, 24–35 (2016)CrossRef Wang, D., Liu, D., Ding, H., et al.: A cloud model-based approach for water quality assessment. Environ. Res. 148, 24–35 (2016)CrossRef
14.
go back to reference Liu, S., Ru, L., Wang, K.: New progress in autonomous evaluation methods of UAV. Aero. Mis. Jou 2, 43–49 (2018) Liu, S., Ru, L., Wang, K.: New progress in autonomous evaluation methods of UAV. Aero. Mis. Jou 2, 43–49 (2018)
15.
go back to reference Xiao, W., Li, M., Alzahrani, B., Alotaibi, R., Barnawi, A., Ai, Q.: A blockchain-based secure crowd monitoring system using UAV swarm. IEEE Network 35(1), 108–115 (2021)CrossRef Xiao, W., Li, M., Alzahrani, B., Alotaibi, R., Barnawi, A., Ai, Q.: A blockchain-based secure crowd monitoring system using UAV swarm. IEEE Network 35(1), 108–115 (2021)CrossRef
16.
go back to reference Emel’yanov, S., Makarov, D., Panov, A.I., Yakovlev, K.: Multilayer cognitive architecture for UAV control. Cogn. Syst. Res. 39, 58–72 (2016) Emel’yanov, S., Makarov, D., Panov, A.I., Yakovlev, K.: Multilayer cognitive architecture for UAV control. Cogn. Syst. Res. 39, 58–72 (2016)
17.
go back to reference Cummings, M.L.: Operator interaction with centralized versus decentralized UAV architectures. In: Handbook Unmanned Aerial Vehicles pp. 977–992 (2015) Cummings, M.L.: Operator interaction with centralized versus decentralized UAV architectures. In: Handbook Unmanned Aerial Vehicles pp. 977–992 (2015)
18.
go back to reference Cristian, R.A., David, C.: Constrained multi-objective optimization for multi-UAV planning. J. Ambient Intell. Hum. Comput. 10(6), 2467–2484 (2019)CrossRef Cristian, R.A., David, C.: Constrained multi-objective optimization for multi-UAV planning. J. Ambient Intell. Hum. Comput. 10(6), 2467–2484 (2019)CrossRef
19.
go back to reference Luo, F., Jiang, C., Du, J., Yuan, J., Ren, Y., Yu, S., et al.: A distributed gateway selection algorithm for UAV networks. IEEE Trans. Emerging Top. Comput. 3(1), 22–33 (2017)CrossRef Luo, F., Jiang, C., Du, J., Yuan, J., Ren, Y., Yu, S., et al.: A distributed gateway selection algorithm for UAV networks. IEEE Trans. Emerging Top. Comput. 3(1), 22–33 (2017)CrossRef
20.
go back to reference Mahmoud, S.Y.M., Mohamed, N.: Toward a cloud platform for UAV resources and services. In: IEEE Fourth Symposium on Network Cloud Computing and Applications (NCCA), pp. 23–30. IEEE (2015) Mahmoud, S.Y.M., Mohamed, N.: Toward a cloud platform for UAV resources and services. In: IEEE Fourth Symposium on Network Cloud Computing and Applications (NCCA), pp. 23–30. IEEE (2015)
21.
go back to reference Lemaire, T., Alami, R., Lacroix, S.: A distributed tasks allocation scheme in multi-UAV context. In: IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA’04, vol. 4, pp. 3622–3627 (2004) Lemaire, T., Alami, R., Lacroix, S.: A distributed tasks allocation scheme in multi-UAV context. In: IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA’04, vol. 4, pp. 3622–3627 (2004)
22.
go back to reference Gerkey, B.P., Mataric, M.J.: A framework for studying multi-robot task allocation (2003) Gerkey, B.P., Mataric, M.J.: A framework for studying multi-robot task allocation (2003)
23.
go back to reference Duquennoy, S., Grimaud, G., Vandewalle, J.-J.: The web of things: interconnecting devices with high usability and performance. In: International Conference on Embedded Software and Systems, 2009. ICESS’09, pp. 323–330 (2009) Duquennoy, S., Grimaud, G., Vandewalle, J.-J.: The web of things: interconnecting devices with high usability and performance. In: International Conference on Embedded Software and Systems, 2009. ICESS’09, pp. 323–330 (2009)
24.
go back to reference Bozdag, E., Mesbah, A., Van Deursen, A.: A comparison of push and pull techniques for AJAX. In: 9th IEEE International Workshop on Web Site Evolution, 2007. WSE 2007, pp. 15–22 (2007) Bozdag, E., Mesbah, A., Van Deursen, A.: A comparison of push and pull techniques for AJAX. In: 9th IEEE International Workshop on Web Site Evolution, 2007. WSE 2007, pp. 15–22 (2007)
25.
go back to reference Fasli, M.: Agent Technology for E-Commerce, vol. 86. Wiley, Chichester (2007) Fasli, M.: Agent Technology for E-Commerce, vol. 86. Wiley, Chichester (2007)
Metadata
Title
Study of UAV Management Using Cloud-Based Systems
Authors
Sonali Vyas
Sourabh Singh Verma
Ajay Prasad
Copyright Year
2023
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-5723-9_7

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