日本フィジカルAI新聞

世界のフィジカルAIを、日本語で。

週刊ニュースレター購読
sim2realarXiv:2609.34743

惑星ロボットの知覚と自律性のためのシミュレーション:最近の能力と課題に関する簡潔な調査

Simulation for Planetary Robotic Perception and Autonomy: A Concise Survey of Recent Capabilities and Gaps

シェア:XThreadsFacebookLINEはてブBluesky

惑星探査ロボットの知覚・自律研究におけるシミュレーションの活用状況を、公開性・シナリオ・センサ対応・環境再現性の4軸で整理し、公開性の偏りやローバ中心の対応、特殊センサや運用制約の報告不足といった課題を明らかにした調査論文。

著者: Hoyun Kim, Giseop Kim

分類: cs.RO

原文アブストラクト

Planetary robotics is an important enabler of scientific exploration in environments where direct human-in-the-loop operation is costly, hazardous, or infeasible. However, developing and validating planetary robotic systems remains difficult because representative field testing is expensive, limited, and often unrepeatable under mission-relevant conditions. In this setting, simulation serves as a central tool for perception and autonomy research, synthetic data generation, system integration, and pre-deployment evaluation. Despite its importance, the literature on planetary robotics simulation remains dispersed across different simulation engines, implementations, and application settings. This paper surveys simulation works for planetary robotic perception and autonomy across four practical axes: Openness and Availability, Scenario and Platform Coverage, Sensor and Perception Support, and Environmental and Operational Realism. The surveyed simulation works report visual or physical fidelity and support perception-oriented workflows. They also indicate uneven public availability, rover-centered coverage, partial support for specialized sensing modalities, and uneven reporting of operational constraints such as onboard computation, energy, and communication restrictions.

関連論文

PR本紙発行元 EmplifAI