基于NAO仿人机器人的孤独老年人跌倒检测

Tianxiao Zhang, Wanting Zhang, Lin Qi, Li Zhang
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引用次数: 7

摘要

近年来,由于跌倒,老年人在家中遭受越来越严重的问题。跌倒是老年人最常见的死亡原因。本文提出了一种基于人形机器人的跌倒检测算法,用于对独居老人的运动进行监测和检测。通过Wi-Fi将机器人摄像机获取的视频流传输到个人电脑上,然后通过MATLAB程序算法对图像数据进行分析,包括提取前景、消除前景噪声、评估Motion History和确定椭圆统计属性,以确定是否发生了坠落。如果发生跌倒,机器人会发出警报,通过麦克风呼救。该算法将帮助老年人得到及时的治疗,将跌倒的风险降到最低,NAO的陪伴将增强老年人的安全感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Falling detection of lonely elderly people based on NAO humanoid robot
In recent years, elderly people are suffering an increasingly severe problem in their home due to the falls. Falling down is the most common cause of death among the elderly. This paper proposed a falling detection algorithm based on a humanoid robot to monitor and detect the motion of the elderly who live alone. A stream of the videos obtained from the robot cameras are transmitted to the personal computer via Wi-Fi, and then the image data will be analyzed by the MATLAB procedure algorithm, including extracting foreground, eliminating noise from foreground, evaluating Motion History and determining ellipse statistical properties to determine whether a falling has happened. If a fall occurs, the robot will raise an alarm to call for help through microphone. This algorithm will help the elderly receive timely medical treatment in order to minimize the falling risk and the company of NAO will enhance the elderly's sense of security.
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