机器人群中和有害的拜占庭机器人使用基于区块链的代币经济
Volker Strobel1, Alexandre Pacheco1, Marco Dorigo1
1IRIDIA, Université Libre de Bruxelles, Brussels, Belgium.
Science robotics
|June 28, 2023
概括
这项研究介绍了一个基于区块链的代币经济,以保护机器人群体免受恶意拜占庭机器人的攻击. 这种新的方法有效中和破坏性行为,确保可靠的群体协调和任务完成.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 计算机科学 计算机科学
- 网络安全 网络安全
背景情况:
- 机器人群通过合作提供了增强的能力,但很容易受到破坏协调的拜占庭机器人的攻击.
- 现有的群体机器人框架缺乏强大的安全机制,用于机器人之间的通信和协调.
研究的目的:
- 开发一个多功能集群机器人框架,解决安全漏洞.
- 研究区块链技术和代币经济的使用,以减轻拜占庭机器人的影响.
主要方法:
- 实施了使用区块链技术和智能合约进行机器人间交互的代币经济.
- 设计了一个智能合约,以基于机器人的贡献来规范加密代币分配.
- 在集体感应场景中使用物理机器人 (最多24台) 和模拟机器人 (超过100台) 测试了框架,以获得可扩展性.
主要成果:
- 证明智能合约通过耗尽其代币有效地中和了拜占庭机器人.
- 证实了机器人能够在群体中维护区块链网络的能力.
- 在群体机器人中验证了基于区块链的代币经济的可行性和可行性.
结论:
- 基于区块链的代币经济提供了一个强大的解决方案,用于保护机器人群体免受拜占庭行为者的侵害.
- 拟议的框架增强了群体弹性,并确保了安全关键应用程序的可靠性能.
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