基于DSmT的超声传感器室内环境轮廓估计检测模型

Xiaoying Han, S. Yuan, Xue Yan, Pei Wang, Hongmin Mao
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引用次数: 1

摘要

针对超声波传感器测量中测距和方向角的不确定性,通过分析超声波传感器的工作原理,首先提出了一种基于不确定性区域的超声波距离检测模型。此外,采用DSmT方法对超声传感器测得的不确定度数据进行融合。然后,结合霍夫变换和最小二乘法对环境轮廓进行估计。最后,利用超声传感器硬件系统对室内环境进行了测量和搭建,并进行了实验验证。实验结果得到的环境轮廓与实际环境吻合较好,说明了所提方法的可行性和有效性。该方法对移动机器人的环境测绘与定位研究具有一定的参考价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DSmT based Detection Model of the Ultrasonic Sensor for Estimating Indoor Environment Contour
In view of the uncertainty of ranging and direction angle in the ultrasonic sensor measurement, an ultrasonic distance detection model based on uncertainty region is first of all proposed through analyzing the working principle of the ultrasonic sensor. Moreover, the DSmT method is adopted to fuse the uncertainty data measured by using the ultrasonic sensor. Next, the Hough Transform and the least-square method are combined to estimate environmental contour. Finally, an indoor environment is measured and built by using the ultrasonic sensor hardware system for experimental verification. The environmental contour obtained in the experimental results is consistent with the real environment, which illustrates the feasibility and effectiveness of the proposed method. This proposed method has certain reference value for the research of the environmental mapping and positioning of the mobile robot.
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