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Practical Framework for the Formal Verification of Cooperative Mobile Robots Algorithms

Practical Framework for the Formal Verification of Cooperative Mobile Robots Algorithms
协作移动机器人算法形式化验证的实用框架
批准号:
21K11748
负责人:
DEFAGO Xavier
金额:
$2.58万
依托单位国家:
日本
项目类别:
Grant-in-Aid for Scientific Research (C)
财政年份:
2021
资助国家:
日本
项目状态:
已结题
起止时间:
2021-04-01 至 2024-03-31

项目摘要

项目成果

DEFAGO Xavier的其他基金

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中文摘要
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英文摘要
The project aims at applying model checking to automatically verify the correctness of multi-robot algorithms and the problem of rendezvous in particular. Based on several important theorems that we have proved, we have developed a verification model that allows us to automatically verify the correctness of a given rendezvous algorithm in a model-checker (SPIN). Our model is designed to be conservative in the sense that, if an algorithm A passes the verification in the model, then this algorithm is correct in the real-world but the reverse is not true (A could be correct in the real-world even if it fails in the model).During this year, we have further extended the verification model with support for several consistency models and found novel algorithms that can work in these models. We have published the results as a journal version and made the model publicly available under an open-source license.In addition, we have progressed on the front of algorithm synthesis. In short, given a system model, we generate all possible algorithms, reduce the search space with several filtering rules to keep only those that are viable, and check each remaining algorithm with the model checker. This allows us to find known algorithms as well as new ones in models that are solvable, and partially map the known models for the existence of algorithms.Our model does not allow to prove the non-existence: when an algorithm is found it is guaranteed to be correct, but some correct algorithm can possibly be evaluated as incorrect.
期刊论文(16)
专著(0)
科研奖励(0)
会议论文
DOI: 10.1609/icaps.v32i1.19810
发表时间: 2021-09
期刊: Artif. Intell.
影响因子: --
作者: [Keisuke Okumura;Xavier D'efago]
通讯作者: Keisuke Okumura;Xavier D'efago
Verification model (public github repository)
验证模型(公共github仓库)
DOI: --
发表时间:
期刊:
影响因子: --
作者: []
通讯作者:
Using model checking to formally verify rendezvous algorithms for robots with lights in Euclidean space
使用模型检查正式验证欧几里得空间中带灯机器人的交会算法
DOI: 10.1016/j.robot.2023.104378
发表时间: 2023
期刊: Robotics and Autonomous Systems
影响因子: 4.3
作者: [Defago Xavier, Heriban Adam, Tixeuil Sebastien, Wada Koichi]
通讯作者: Wada Koichi
Algorithm synthesis (private github repository)
算法综合(私人github仓库)
DOI: --
发表时间:
期刊:
影响因子: --
作者: []
通讯作者:
14
    Fault-tolerant distributed algorithms and realistic models for groups of autonomous mobile robots
    複数の環境に適応可能な移動ロボット群向けの分散アルゴリズム設計
    Research on dependable group communication middleware for self-organizing groups of distributed mobile robots.
    高信頼性大規模分散システムのための拡張性の高いファジー故障検出フレームワーク
    海外基金