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基于HoloLens的飛機維修遠程指導系統
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中國民航大學(xué)電子信息與自動(dòng)化學(xué)院

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中國民航大學(xué)中央高校基本科研項目(3122016A006)


Remote Guidance System for Aircraft Maintenance Based on Hololens
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    摘要:

    針對飛機維修人員在遭遇棘手維修問(wèn)題時(shí)難以快速處理的問(wèn)題,提出一種基于HoloLens的飛機維修遠程指導系統;采用改進(jìn)的$P算法,對標注手勢點(diǎn)序列進(jìn)行時(shí)間標記,通過(guò)對專(zhuān)家端手繪筆劃的快速識別,同時(shí)結合HoloLens設備的空間感知能力進(jìn)行三維模型標注的放置;這種新型的索引標注方式,減少了專(zhuān)家端從模型庫中調用標注的時(shí)間;同時(shí)結合二維標注,通過(guò)對圈選坐標信息和深度信息獲取,對重點(diǎn)維修部位進(jìn)行標注;在佩戴HoloLens設備時(shí)提高了維修人員對專(zhuān)家給出的特定維修部位和重點(diǎn)維修流程的理解程度;對改進(jìn)$P算法速率進(jìn)行了實(shí)驗,實(shí)驗驗證了本文所改進(jìn)的$P算法提升了手勢識別速率,同時(shí)二維標注點(diǎn)的準確性也得到了保障,證明了維修遠程指導系統的可用性。

    Abstract:

    Aiming at the problems that are difficult to deal with quickly when aircraft maintenance personnel encounter difficult maintenance problems, a remote guidance system for aircraft maintenance based on HoloLens is proposed. The improved $ P algorithm is used to mark the time of the marked gesture point sequence. Through the rapid recognition of the expert 's hand-painted strokes, combined with the spatial perception ability of the HoloLens device, the three-dimensional model annotation is placed. This new index annotation method reduces the time for the expert to call annotations from the model library. At the same time, combined with two-dimensional labeling, key maintenance parts are marked by obtaining the selected coordinate information and depth information. Increased understanding by maintenance personnel of specific repair areas and priority repair processes given by experts when wearing HoloLens equipment. Experiments are conducted on the improved $P algorithm rate. The experiments verify that the improved $P algorithm in this paper improves the gesture recognition rate, and the accuracy of two-dimensional annotation points is also guaranteed, which proves the availability of the maintenance remote guidance system.

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崔海青,張旭鵬,詹湘琳.基于HoloLens的飛機維修遠程指導系統計算機測量與控制[J].,2023,31(5):214-220.

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歷史
  • 收稿日期:2022-10-10
  • 最后修改日期:2022-11-04
  • 錄用日期:2022-11-04
  • 在線(xiàn)發(fā)布日期: 2023-05-19
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