Title :
Real-time ultrasonic distance measurements for autonomous mobile robots using cross correlation by single-bit signal processing
Author :
Hirata, Shinnosuke ; Kurosawa, Minoru Kuribayashi ; Katagiri, Takashi
Author_Institution :
Interdiscipl. Grad. Sch. of Sci. & Eng., Tokyo Inst. of Technol., Yokohama, Japan
Abstract :
Distance measurement using an ultrasonic wave is suitable for environment recognition in autonomous mobile robots. Ultrasonic distance measurement with the pulse-echo method is based on determining the time-of-flight (TOF) of the reflected echoes. The pulse-echo method with pulse compression, the cross-correlation method, can improve the distance resolution and the signal-to-noise ratio (SNR) of the reflected echo. However, cross correlation of the cross-correlation method requires the high-cost digital signal processing. A sensor signal processing method of cross correlation using a delta-sigma modulated single-bit digital signal has been proposed. Cross correlation by single-bit signal processing reduces the calculation cost of cross correlation. Furthermore, cross correlation by single-bit signal processing improves the time resolution of digital signal processing. In this paper, the distance resolution of cross correlation by single-bit signal processing is evaluated by computer simulations and experiments of ultrasonic distance measurement. Distance measurement from the high-time-resolution cross-correlation function obtained by single-bit signal processing realized high distance resolution from experimental results, despite the low calculation costs.
Keywords :
correlation methods; delta-sigma modulation; distance measurement; mobile robots; pulse compression; ultrasonic applications; autonomous mobile robots; cross correlation; delta-sigma modulated single-bit digital signal; pulse compression; pulse-echo method; real-time ultrasonic distance measurements; signal-to-noise ratio; single-bit signal processing; time-of-flight; ultrasonic wave; Delta modulation; Digital modulation; Digital signal processing; Distance measurement; Mobile robots; Pulse compression methods; Pulse measurements; Signal processing; Signal resolution; Signal to noise ratio;
Conference_Titel :
Robotics and Automation, 2009. ICRA '09. IEEE International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4244-2788-8
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2009.5152726