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激光雷达辅助空间感知在视障人群中的应用及性能分析。

LIDAR Assist Spatial Sensing for the Visually Impaired and Performance Analysis.

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2018 Sep;26(9):1727-1734. doi: 10.1109/TNSRE.2018.2859800. Epub 2018 Jul 25.

Abstract

Echolocation enables people with impaired or no vision to comprehend the surrounding spatial information through the reflected sound. However, this technique often requires substantial training, and the accuracy of echolocation is subject to various conditions. Furthermore, the individuals who practice this sensing method must simultaneously generate the sound and process the received audio information. This paper proposes and evaluates a proof-of-concept light detection and ranging (LIDAR) assist spatial sensing (LASS) system, which intends to overcome these restrictions by obtaining the spatial information of the user's surroundings through a LIDAR sensor and translating the spatial information into the stereo sound of various pitches. The stereo sound of relative pitch represents the information regarding objects' angular orientation and horizontal distance, respectively, thus granting visually impaired users an enhanced spatial perception of his or her surrounding areas and potential obstacles. This paper is divided into two phases: Phase I is to engineer the hardware and software of the LASS system and Phase II focuses on the system efficacy study. The study, approved by the Penn State Institutional Review Board, included 18 student volunteers, who were recruited through the Penn State Department of Psychology Subject Pool. This paper demonstrates that the blindfolded individuals equipped with the LASS system are able to quantitatively identify the surrounding obstacles, differentiate their relative distance, and distinguish the angular location of multiple objects with minimal training.

摘要

回声定位使视力受损或失明的人能够通过反射的声音理解周围的空间信息。然而,这种技术通常需要大量的培训,而且回声定位的准确性受到各种条件的限制。此外,练习这种传感方法的人必须同时产生声音并处理接收到的音频信息。本文提出并评估了一种基于光探测和测距 (LIDAR) 的辅助空间传感 (LASS) 系统的概念验证,该系统旨在通过 LIDAR 传感器获取用户周围环境的空间信息,并将空间信息转换为各种音高的立体声声音,从而克服这些限制。相对音高的立体声声音分别表示物体的角度方向和水平距离的信息,从而使视力受损的用户对其周围环境和潜在障碍物有更好的空间感知。本文分为两个阶段:第一阶段是工程设计 LASS 系统的硬件和软件,第二阶段侧重于系统功效研究。该研究得到了宾夕法尼亚州立大学机构审查委员会的批准,参与者是通过宾夕法尼亚州立大学心理学系的志愿者池招募的 18 名学生。本文表明,佩戴 LASS 系统的盲人可以在无需过多培训的情况下,对周围障碍物进行定量识别、区分其相对距离以及辨别多个物体的角度位置。

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