Blockchain-enhanced UAV networks for post-disaster communication: a decentralized flocking approach

IF 6.3 2区 计算机科学 Q1 TELECOMMUNICATIONS
Digital Communications and Networks Pub Date : 2026-09-01 Epub Date: 2026-03-25 DOI:10.1016/j.dcan.2026.03.006
Sana Hafeez, Runze Cheng, Lina Mohjazi, Yao Sun, Muhammad Ali Imran
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引用次数: 0

Abstract

Unmanned Aerial Vehicles (UAVs) have significant potential for agile communication and relief coordination in post-disaster scenarios, especially when conventional ground infrastructure is compromised. However, effectively coordinating and securing swarms of heterogeneous UAVs from multiple service providers presents critical challenges related to privacy, scalability, lightweight consensus protocols, and cybersecurity resilience. This study proposes a blockchain-enabled UAV coordination framework that leverages consensus mechanisms, smart contracts, and cryptographic techniques to address these challenges. First, a consortium blockchain architecture is introduced, integrating Zero-Knowledge Proofs (ZKPs) to enable privacy-preserving, multi-agency coordination while ensuring access control and data security. Second, a hybrid Delegated Proof-of-Stake–Practical Byzantine Fault Tolerance (DPoS-PBFT) consensus protocol is developed to optimize security, efficiency, and resilience against node failures in resource-constrained UAV networks. Third, a decentralized flocking algorithm is proposed to enable adaptive and autonomous UAV cluster operations under dynamically changing connectivity conditions, ensuring seamless disaster relief functions. Comprehensive simulations show that the proposed system scales efficiently to 500 UAV nodes while maintaining high throughput and low latency, with only an 18 ms increase in latency from 10 to 500 nodes. The framework demonstrates strong cyber resilience, remaining robust under denial-of-service (DoS), spoofing, and tampering attacks. Furthermore, communication latencies remain under 10 milliseconds, with median values of approximately 2–3 ms, achieved through self-optimizing network intelligence. The results validate the proposed system as a secure, scalable, and high-performance solution for UAV-enabled disaster response, ensuring reliable emergency communication and efficient resource allocation in critical environments.
用于灾后通信的区块链增强无人机网络:一种分散的群集方法
在灾后情况下,特别是当传统地面基础设施受损时,无人机在敏捷通信和救援协调方面具有巨大的潜力。然而,有效地协调和保护来自多个服务提供商的异构无人机群,提出了与隐私、可扩展性、轻量级共识协议和网络安全弹性相关的关键挑战。本研究提出了一个支持区块链的无人机协调框架,该框架利用共识机制、智能合约和加密技术来应对这些挑战。首先,引入了一个联盟区块链架构,集成了零知识证明(Zero-Knowledge Proofs, ZKPs),以实现隐私保护、多机构协调,同时确保访问控制和数据安全。其次,开发了一种混合委托权益证明-实用拜占庭容错(DPoS-PBFT)共识协议,以优化资源受限无人机网络中节点故障的安全性、效率和弹性。第三,提出了一种去中心化的群集算法,使无人机能够在动态变化的连通性条件下实现自适应、自主的集群作战,保证了无人机的无缝救灾功能。综合仿真表明,该系统可有效扩展到500个无人机节点,同时保持高吞吐量和低延迟,从10个节点到500个节点的延迟仅增加18 ms。该框架展示了强大的网络弹性,在拒绝服务(DoS)、欺骗和篡改攻击下保持健壮性。此外,通信延迟保持在10毫秒以下,中位数约为2-3毫秒,这是通过自我优化网络智能实现的。结果验证了所提出的系统是一种安全、可扩展和高性能的解决方案,用于无人机支持的灾难响应,确保在关键环境中可靠的应急通信和有效的资源分配。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Digital Communications and Networks
Digital Communications and Networks Computer Science-Hardware and Architecture
CiteScore
12.80
自引率
5.10%
发文量
915
审稿时长
30 weeks
期刊介绍: Digital Communications and Networks is a prestigious journal that emphasizes on communication systems and networks. We publish only top-notch original articles and authoritative reviews, which undergo rigorous peer-review. We are proud to announce that all our articles are fully Open Access and can be accessed on ScienceDirect. Our journal is recognized and indexed by eminent databases such as the Science Citation Index Expanded (SCIE) and Scopus. In addition to regular articles, we may also consider exceptional conference papers that have been significantly expanded. Furthermore, we periodically release special issues that focus on specific aspects of the field. In conclusion, Digital Communications and Networks is a leading journal that guarantees exceptional quality and accessibility for researchers and scholars in the field of communication systems and networks.
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