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Outdoor obstacle detection using ultrasonic sensors for an autonomous vehicle ensuring safe operations

机译:使用超声波传感器进行室外障碍物检测,确保自动驾驶车辆安全运行

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摘要

Ultrasonic or sonar sensors are widely used for range finding for indoor and outdoor applications in robotics. However, for outdoors applications, they pose different environmental challenges. Ultrasonic sensor can be used both in air and underwater. It emits acoustic pulses in a cone shaped form in its surroundings and waits for the echoes from the objects nearby that lie within its working range. Ultrasonic sensors have convincing advantages over other sensors. However, sonar sensors have different practical limitations as well which need to be carefully dealt with while working with these sensors. Ultrasonic sensors have several applications in electronics and robotics including obstacle detection and avoidance, mapping and navigation, object recognition and identification. Ultrasonic sensors are widely used in automatic car parking systems in modern vehicles, where two to four sensors are mounted in rear bumper for detecting obstacles up to 2.5 meter and assisting the driver about the parallel parking. The thesis is mainly divided into two parts. In the first part, background studies and literature review is presented which describes sonar sensing principle, applications, advantages, limitations and outdoor sensing challenges. In the second part, a sonar system for obstacle detection for a mobile machine is implemented and its tests and results are discussed. The study indicates the testing of ultrasonic sensors for obstacles detection for an autonomous mobile vehicle outdoor. The sensors were tested both on static frame and on real machine detecting different obstacles from 60 cm up to five meters. The results are better when the object is in front or moving along the axis of the sensor. The sensors are connected in series and are in ranging mode all the time. The experimental results show that the environmental factors like, air turbulence and temperature change affect the speed of sound in air and measuring range. The ranging value is better indoors than the outdoors for same obstacles. However, the results are better on less windy day and also when the surface is strong reflector. It is noted that the results get improved when a cone made of paper or plastic is wrapped around the transducer. The sensor is protected with a water proof casing made of PVC plastic material and it is noted that the casing made of aluminum does not yield good results as compared with the plastic casing. The two or more sensors attached in line increase the covering area of the system.
机译:超声波或声纳传感器广泛用于机器人技术的室内和室外应用的测距。然而,对于户外应用,它们带来了不同的环境挑战。超声波传感器可在空中和水下使用。它在周围环境中以锥形形式发出声脉冲,并等待附近物体处于其工作范围内的回波。超声波传感器比其他传感器具有令人信服的优势。但是,声纳传感器也有不同的实际局限性,在使用这些传感器时需要仔细处理。超声波传感器在电子和机器人技术中有多种应用,包括障碍物检测和避让,地图和导航,物体识别和识别。超声波传感器广泛用于现代车辆的自动泊车系统中,后保险杠中安装了两到四个传感器,用于检测长达2.5米的障碍物并协助驾驶员进行平行泊车。本文主要分为两个部分。在第一部分中,介绍了背景研究和文献综述,它们描述了声纳传感原理,应用,优点,局限性和户外传感挑战。在第二部分中,实现了用于移动机器的障碍物检测的声纳系统,并讨论了其测试和结果。研究表明,针对室外自动驾驶汽车的障碍物检测,采用超声波传感器进行了测试。在静态框架和真实机器上都对传感器进行了测试,以检测从60厘米到5米的不同障碍物。当物体在前面或沿着传感器的轴移动时,效果会更好。传感器串联连接,并始终处于测距模式。实验结果表明,空气湍流和温度变化等环境因素会影响空气中的声速和测量范围。对于相同的障碍物,室内的测距值比室外的测距值更好。但是,在刮风较少的日子以及当表面是强反射镜时,效果会更好。注意,当将纸或塑料制成的圆锥体包裹在换能器周围时,结果会得到改善。传感器由PVC塑料制成的防水外壳保护,应注意的是,与塑料外壳相比,铝制外壳不会产生良好的效果。串联连接的两个或多个传感器增加了系统的覆盖面积。

著录项

  • 作者

    Mubarak Muhammad Nauman;

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  • 年度 2013
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  • 原文格式 PDF
  • 正文语种 en
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