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自動運転/安全性検証arXiv:2405.11300

インテリジェント交差点の安全性保証:時相論理と到達可能性解析の融合

Ensuring Safety at Intelligent Intersections: Temporal Logic Meets Reachability Analysis

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時相論理とハミルトン・ヤコビ到達可能性解析を組み合わせ、インテリジェント交差点を通過する車両の安全性を自動的に検証・保証するフレームワークを提案し、T字路のシミュレーションで有効性を示した。

著者: Kaj Munhoz Arfvidsson, Frank J. Jiang, Karl H. Johansson, Jonas Mårtensson

分類: eess.SY, cs.RO, cs.SY

原文アブストラクト

In this work, we propose an approach for ensuring the safety of vehicles passing through an intelligent intersection. There are many proposals for the design of intelligent intersections that introduce central decision-makers to intersections for enhancing the efficiency and safety of the vehicles. To guarantee the safety of such designs, we develop a safety framework for intersections based on temporal logic and reachability analysis. We start by specifying the required behavior for all the vehicles that need to pass through the intersection as linear temporal logic formula. Then, using temporal logic trees, we break down the linear temporal logic specification into a series of Hamilton-Jacobi reachability analyses in an automated fashion. By successfully constructing the temporal logic tree through reachability analysis, we verify the feasibility of the intersection specification. By taking this approach, we enable a safety framework that is able to automatically provide safety guarantees on new intersection behavior specifications. To evaluate our approach, we implement the framework on a simulated T-intersection, where we show that we can check and guarantee the safety of vehicles with potentially conflicting paths.

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