室内环境下基于红外超宽带传感器的移动机器人自定位系统

Marcelo J. Segura, V. Mut, H. Patiño
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引用次数: 27

摘要

机器人定位是移动机器人的一个基本问题。本文提出使用一种新型传感器,可以在室内环境中进行精确定位。脉冲无线电(IR)超宽带(UWB)传感器使用非常短的基带脉冲进行传输。该传感器促进了基于到达时间估计的室内定位和跟踪应用的发展,具有很高的精度。有许多不同的传感器和技术被提出用于室内定位;然而,在非视距条件下或特定的环境条件下,它们通常具有较大的误差。本文的目标是提出一种基于到达时间(TOA)估计算法的自定位系统,该系统可以在视线受阻的室内环境中实现精确定位。本文提出了一种基于非相干接收机结构和多用户分化滑动相关技术的小波循环互相关到达时间估计策略。仿真结果表明,所提出的定位系统克服了NLOS条件下的问题,使基站数量较少的移动机器人定位成为可能。
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Mobile robot self-localization system using IR-UWB sensor in indoor environments
Robot localization is a fundamental problem in mobile robotics. This paper proposes the use of a new type of sensor that permits accurate localization in indoor environments. An impulse radio (IR) ultra wide-band (UWB) sensor uses very short baseband pulses for transmission. This sensor facilitates the development of indoor location and tracking applications based on time of arrival estimation with great accuracy. There are many different sensors and techniques that have been proposed for indoor localization; however they usually have large errors in non line of sight (NLOS) conditions or with certain environment conditions. The objective of this paper is to propose a self-localization system based on time of arrival (TOA) estimation algorithm that permits precise localization in indoor environments with obstructed line of sight. This work proposes a new wavelet cyclic cross correlation strategy for time of arrival estimation based on non-coherent receiver structure and sliding correlation techniques for multiple user differentiation. The simulation results show that the propose localization system overcome the problems of NLOS conditions and makes possible the mobile robot localization with small number of base stations.
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