RoboStake: Pioneering Cooperative Navigation with a Novel Blockchain-Powered Proof-of-Stake in Robotic Teams

被引:1
|
作者
Paykari, Nasim [1 ]
Lyons, Damian [1 ]
Rahouti, Mohamed [2 ]
机构
[1] Fordham Univ, Bronx, NY 10458 USA
[2] Fordham Univ, New York, NY 10023 USA
关键词
Blockchain; consensus; PoS; navigation; robot; WAVN;
D O I
10.1109/COINS61597.2024.10622153
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work examines the innovative combination of blockchain techniques with Wide Area Visual Navigation (WAVN) to tackle visual navigation issues in a diverse group of mobile robots used in unstructured sectors like agriculture and forestry. It focuses on addressing GPS reliance, adapting to environmental shifts, and reducing computational burdens by integrating RoboStake, a novel blockchain Proof of Stake (PoS) mechanism into the WAVN system. This solution seeks to bolster cooperative navigation by assessing the reliability of each robot's navigational input. With methods including a stake weight function, a PoS consensus score, and a navigability function, this strategy confronts the computational hurdles of coordinating robots and verifying data. Lastly, we showcase how the proposed approach upholds critical navigability features of the WAVN system and present results from scalable simulation experiments to highlight the improved efficiency achieved through enhanced cooperation.
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页码:319 / 322
页数:4
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