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Knowledge-Driven Logistics Transformation: Complex Networks and UAVs in Distribution

Author

Listed:
  • Long-Yang Huang

    (Civil Aviation Flight University of China)

  • Si-Yi Li

    (Civil Aviation Flight University of China)

  • Xiang Zou

    (The Second Research Institute of Civil Aviation Administration of China
    Civil Unmanned Aircraft Traffic Management Key Laboratory of Sichuan Province)

  • Bo-Zhi Zhao

    (Civil Aviation Flight University of China)

  • Cheng-Long Li

    (Civil Aviation Flight University of China)

Abstract

In today’s rapidly evolving knowledge economy, the logistics landscape faces unprecedented challenges driven by the demands of e-commerce and takeaway services. Traditional logistics struggle with inefficiencies and escalating labor costs, prompting a paradigm shift toward leveraging uncrewed aerial vehicles (UAVs) for distribution. This paper explores the intersection of UAV technology, complex network theory, and the knowledge economy. The incorporation of UAVs into logistics networks offers a transformative solution to traditional challenges. However, a noticeable research gap exists in the strategic opening of distribution sites and optimizing flight paths. This study bridges this gap by introducing complex network evaluation indices into urban logistics UAV distribution networks. By applying complex network and innovation diffusion theories, we systematically assess the importance of distribution sites within the network, challenging conventional assumptions. Furthermore, we highlight the importance of knowledge management strategies in enhancing operational efficiency and adaptability within UAV distribution networks. Effective knowledge sharing and data analytics play a crucial role in informed decision-making and ongoing innovation. Our research pioneers the application of complex network evaluation indices, offering insights for logistics operators seeking to optimize their operations. This study advances our understanding of UAV logistics within the knowledge economy. It provides theoretical foundations for complex network analysis and practical recommendations for logistics managers. Embracing UAV technology presents economic and innovation implications, making it a driving force for efficiency and competitiveness in the logistics industry.

Suggested Citation

  • Long-Yang Huang & Si-Yi Li & Xiang Zou & Bo-Zhi Zhao & Cheng-Long Li, 2025. "Knowledge-Driven Logistics Transformation: Complex Networks and UAVs in Distribution," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 1583-1622, March.
    • Handle: RePEc:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-01984-z
    DOI: 10.1007/s13132-024-01984-z
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    References listed on IDEAS

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    1. Zachary S. Rogers & Sina Golara & Yousef Abdusalam & Dale S. Rogers, 2020. "A Sharing‐Enabled Portfolio Approach to Distribution," Transportation Journal, John Wiley & Sons, vol. 59(2), pages 99-128, April.
    2. Giorgos Karamitsos & Dimitrios Bechtsis & Naoum Tsolakis & Dimitrios Vlachos, 2021. "Unmanned aerial vehicles for inventory listing," International Journal of Business and Systems Research, Inderscience Enterprises Ltd, vol. 15(6), pages 748-756.
    3. Curado, Manuel & Rodriguez, Rocio & Tortosa, Leandro & Vicent, Jose F., 2022. "Anew centrality measure in dense networks based on two-way random walk betweenness," Applied Mathematics and Computation, Elsevier, vol. 412(C).
    4. Uyarra, Elvira & Zabala-Iturriagagoitia, Jon Mikel & Flanagan, Kieron & Magro, Edurne, 2020. "Public procurement, innovation and industrial policy: Rationales, roles, capabilities and implementation," Research Policy, Elsevier, vol. 49(1).
    5. Muhammad Azmat & Sebastian Kummer, 2020. "Potential applications of unmanned ground and aerial vehicles to mitigate challenges of transport and logistics-related critical success factors in the humanitarian supply chain," Asian Journal of Sustainability and Social Responsibility, Springer, vol. 5(1), pages 1-22, December.
    6. Sunil Mithas & Zhi‐Long Chen & Terence J.V. Saldanha & Alysson De Oliveira Silveira, 2022. "How will artificial intelligence and Industry 4.0 emerging technologies transform operations management?," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4475-4487, December.
    7. Lee, Dasom & Hess, David J. & Heldeweg, Michiel A., 2022. "Safety and privacy regulations for unmanned aerial vehicles: A multiple comparative analysis," Technology in Society, Elsevier, vol. 71(C).
    8. Yajing Liao & Guirong Wu & Jinliang Huang, 2023. "The Impact of Rural E-Commerce Environment Development on Orchard Expansion from the Perspective of Tele-Coupling: The Case of Pinghe County in Southeast China," Land, MDPI, vol. 12(11), pages 1-22, October.
    9. John Thackara, 2006. "In the Bubble: Designing in a Complex World," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262701154, December.
    10. Yi Li & Min Liu & Dandan Jiang, 2022. "Application of Unmanned Aerial Vehicles in Logistics: A Literature Review," Sustainability, MDPI, vol. 14(21), pages 1-18, November.
    11. Jingyi Ding & Licheng Jiao & Jianshe Wu & Fang Liu, 2020. "Complex network structure extraction based on community relevance," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 31(04), pages 1-21, April.
    12. Shan Li & Honghai Zhang & Zhuolun Li & Hao Liu, 2021. "An Air Route Network Planning Model of Logistics UAV Terminal Distribution in Urban Low Altitude Airspace," Sustainability, MDPI, vol. 13(23), pages 1-14, November.
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