Integrated Planning for Uncertainty-Centric Pilot Assistance Systems

以不确定性为中心的飞行员辅助系统的综合规划

• 批准号: LP200301612
• 负责人: Prof Hanna Kurniawati
• 金额: $ 35.68万
• 依托单位: The Australian National University
• 依托单位国家: 澳大利亚
• 项目类别: Linkage Projects
• 财政年份: 2021
• 资助国家: 澳大利亚
• 起止时间: 2021-12-23 至 2024-12-23
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/LP200301612
• 关键词: Integrated; Planning; Uncertainty; Centric; Pilot

This project aims to deliver a novel pilot assistance system to improve the viability, speed and safety of Helicopter Emergency Medical Services (HEMS) and Search and Rescue (SAR) missions. It will advance fundamental algorithms for probabilistic planning in partially observable scenarios to form the core technology of a pilot assistance system that accounts the various types of uncertainty faced by pilots in a typical HEMS/SAR missions. It will exploit recent advances in Partially Observable Markov Decision Processes (POMDPs) to recommend robust, safe, and pilot-aware mission and manoeuvring strategies to make HEMS/SAR operations safer for helicopter crews, and more effective for those in need of the service.

该项目旨在提供一种新型的飞行员辅助系统，以提高直升机紧急医疗服务（HEMS）和搜索和救援（SAR）任务的可行性，速度和安全性。它将推进在部分可观测场景中概率规划的基本算法，以形成飞行员辅助系统的核心技术，该系统考虑了飞行员在典型HEMS/SAR任务中面临的各种类型的不确定性。它将利用部分可观测马尔可夫决策过程（POMDPs）的最新进展，推荐稳健、安全和飞行员感知的使命和机动策略，使HEMS/SAR操作对直升机机组人员更安全，对需要服务的人员更有效。