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UAV-Enabled WSN and Communication Framework for Data Security, Acquisition and Monitoring on Large Farms: A Panacea for Real-Time Precision Agriculture

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Advanced Technology for Smart Environment and Energy

Abstract

Precision agriculture necessitates the use of sensors and wireless communications technologies for data security, gathering, and analysis. However, most farms are located outside telecommunications infrastructure coverage, thereby creating challenges to their usage for precision farming. Also, the vulnerability of sensitive agricultural data to unauthorized access can undermine food security, prompting the need for a cybersecurity framework to safeguard data communications between farm-wide wireless sensor networks (FWSNs) and cloud server/ground base stations. To collect data from FWSN and relay them to the cloud server/ground base station, we adopted an unmanned aerial vehicle (UAV) to carry a special data acquisition gadget that we developed. As an intermediary airborne system, this acts as a mobile base or repeater station that relays data between farm sensor nodes and the cloud server/ground base station. We also proposed a security scheme to secure the UAV-routed data transmission between the FWSN and the cloud server/ground base station. Results show that our system reduces data traffic, improves response time, and ensures the security of the FWSN.

Supported by the Nigerian Communications Commission (NCC).

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References

  • Abd El-kader SM, Mohammad El-Basioni BM (2013) Precision farming solution in Egypt using the wireless sensor network technology. Egypt Inform J 14(3):221–233

    Google Scholar 

  • Azrour M, Mabrouki J, Guezzaz A, Kanwal A (2021) Internet of things security: challenges and key issues. Secur Commun Netw 2021:1–11

    Google Scholar 

  • Bacco M, Berton A, Gotta A, Caviglione L (2018) IEEE 802.15.4 air-ground UAV communications in smart farming scenarios. IEEE Commun Lett 22(9):1910–1913

    Article  Google Scholar 

  • Bayerlein H, Theile M, Caccamo M, Gesbert D (2021) Multi-UAV path planning for wireless data harvesting with deep reinforcement learning. IEEE Open J Commun Soc 2:1171–1187

    Article  Google Scholar 

  • Benyeogor MS, Olakanmi OO, Nnoli KP, Odeyemi KO, Gratton EJ (2022) Supplementary material: optimization of low-weight cargo UAV with real-time controller by CAD design, FEM simulation and dynamic modeling. https://dx.doi.org/10.21227/7gkv-3h45. IEEE Dataport

  • Caruso A, Chessa S, Escolar S, Barba J, López JC (2021) Collection of data with drones in precision agriculture: analytical model and LoRa case study. IEEE Internet Things J 8(22):16692–16704

    Google Scholar 

  • Geneiatakis D, Kounelis I, Neisse R, Nai-Fovino I, Steri G, Baldini G (2017) Security and privacy issues for an IoT based smart home. In: 2017 40th international convention on information and communication technology, electronics and microelectronics (MIPRO), pp 1292–1297

    Google Scholar 

  • Gheorghita D, Vintu I, Mirea L, Braescu C (2015) Quadcopter control system. In: 2015 19th international conference on system theory, control and computing (ICSTCC), pp 421–426

    Google Scholar 

  • Gong W, Zhang M, Yang X, Li J, Zhang N, Long K (2015) Waras: an adaptive WSN multipath selection model inspired by metabolism behaviors of Escherichia coli. In: 2015 IEEE/CIC international conference on communications in China (ICCC), pp 1–6

    Google Scholar 

  • Guezzaz A, Benkirane S, Azrour M (2022) A novel anomaly network intrusion detection system for internet of things security. In: IoT and smart devices for sustainable environment. Springer, Berlin

    Google Scholar 

  • Gupta SK, Kuila P, Jana PK (2016) Energy efficient multipath routing for wireless sensor networks: A genetic algorithm approach. In: 2016 International conference on advances in computing, communications and informatics (ICACCI), pp 1735–1740

    Google Scholar 

  • Haque MR, Muhammad M, Swarnaker D, Arifuzzaman M (2014) Autonomous quadcopter for product home delivery. In: 2014 international conference on electrical engineering and information & communication technology, pp 1–5

    Google Scholar 

  • Hunt Jr ER, Daughtry CST (2018) What good are unmanned aircraft systems for agricultural remote sensing and precision agriculture? Int J Remote Sens 39(15–16):5345–5376

    Google Scholar 

  • Kim S, Cho H, Yang T, Kim C, Kim S (2017) Low-cost multipath routing protocol by adapting opportunistic routing in wireless sensor networks. In: 2017 IEEE wireless communications and networking conference, WCNC 2017, San Francisco, CA, USA, March 19–22, 2017. IEEE, pp 1–6

    Google Scholar 

  • Kim M, Jeong E, Bang Y-C, Hwang S, Kim B (2008) Multipath energy-aware routing protocol in wireless sensor networks. In: 2008 5th international conference on networked sensing systems, pp 127–130

    Google Scholar 

  • Lottes P, Chebrolu N, Liebisch F, Stachniss C (2022) UAV-based field monitoring for precision farming. In: 25th workshop on computer image analysis in agriculture. https://www.ipb.uni-bonn.de/wp-content/papercite-data/pdf/lottes2019cbaws.pdf. Accessed 9 Oct 2022

  • Lu Y, Wang G, Jia W, Peng S (2008) Multipath-based segment-by-segment routing protocol in manets. In: 2008 The 9th international conference for young computer scientists, pp 527–532

    Google Scholar 

  • Mabrouki J, Azrour M, Hajjaji SE (2021) Use of internet of things for monitoring and evaluation water’s quality: comparative study. Int J Cloud Comput 10:633–644

    Article  Google Scholar 

  • Olakanmi OO, Adama P (2020) An efficient multipath routing protocol for decentralized wireless sensor networks for mission and safety-critical systems. Int J SensS, Wirel Commun Control 2020 10. https://doi.org/10.2174/2210327909666190531113558

  • Olakanmi O (2017) Secure and privacy-oriented obfuscation scheme for smart metering in smart grid via dynamic aggregation and lightweight perturbation. Int J Inf Priv, Secur Integr 3(1):38–57

    Google Scholar 

  • Radoglou-Grammatikis P, Sarigiannidis P, Lagkas T, Moscholios I (2020) A compilation of UAV applications for precision agriculture. Comput Netw 172:107148

    Article  Google Scholar 

  • Ren Z, Liu X, Ye R, Zhang T (2017) Security and privacy on internet of things. In: 2017 7th IEEE international conference on electronics information and emergency communication (ICEIEC), pp 140–144

    Google Scholar 

  • Saikia M, Das UK, Hussain M (2017) Secure energy aware multi-path routing with key management in wireless sensor network. In: 2017 4th international conference on signal processing and integrated networks (SPIN), pp 310–315

    Google Scholar 

  • Singh PK, Sharma A (2022) An intelligent WSN-UAV-based IoT framework for precision agriculture application. Comput Electr Eng 100:107912

    Article  Google Scholar 

  • Sivaraman V, Gharakheili HH, Vishwanath A, Boreli R, Mehani O (2015) Network-level security and privacy control for smart-home IoT devices. In: 2015 IEEE 11th international conference on wireless and mobile computing, networking and communications (WiMob), pp 163–167

    Google Scholar 

  • Tanaka S, Fujishima K, Mimura N, Ohashi T, Tanaka M (2016) IoT system security issues and solution approaches. Hitachi Rev 65(8)

    Google Scholar 

  • Yang R, Wang X (2013) Vision control system for quadcopter. In: 2013 IEEE third international conference on information science and technology (ICIST), pp 261–264

    Google Scholar 

  • Yaqot M, Menezes BC (2021) Unmanned aerial vehicle (UAV) in precision agriculture: Business information technology towards farming as a service. In: 2021 1st international conference on emerging smart technologies and applications (eSmarTA), pp 1–7

    Google Scholar 

  • Zeng Y, Zhang R, Lim TJ (2016) Wireless communications with unmanned aerial vehicles: opportunities and challenges. IEEE Commun Mag 54(5):36–42

    Article  Google Scholar 

  • Zhou W, Jia Y, Peng A, Zhang Y, Liu P (2019) The effect of IoT new features on security and privacy: new threats, existing solutions, and challenges yet to be solved. IEEE Internet Things J 6:1606–1616

    Article  Google Scholar 

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Correspondence to Mbadiwe S. Benyeogor .

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Olakanmi, O.O., Benyeogor, M.S., Nnoli, K.P., Odeyemi, K.O. (2023). UAV-Enabled WSN and Communication Framework for Data Security, Acquisition and Monitoring on Large Farms: A Panacea for Real-Time Precision Agriculture. In: Mabrouki, J., Mourade, A., Irshad , A., Chaudhry, S. (eds) Advanced Technology for Smart Environment and Energy. Environmental Science and Engineering. Springer, Cham. https://doi.org/10.1007/978-3-031-25662-2_2

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