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Autonomous Vehicles - KPIT

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Figure 2: 3-D view of a terrain recreated using Aerial LIDAR [5]<br />

IV. Radar<br />

The principal of Radar is similar to that of<br />

LIDAR except that it uses other part of<br />

electromagnetic spectrum i.e., Radio waves<br />

and uses frequency change in the reflected<br />

wave caused by Doppler effect (see Fig. 3). It<br />

can be used to determine position of the<br />

object. The radar can be used effectively for<br />

long range characteristics – ranges at which<br />

other electromagnetic wavelengths are<br />

strongly attenuated. For example, it can be<br />

used in adaptive cruise control to detect<br />

obstacles up to 200 m in front of the car. The<br />

disadvantage with Radar is that scattering<br />

effect of radio waves highly depends on the<br />

size, shape and material of the target. Smaller<br />

objects reflect the original wave in similar<br />

frequency results in inability to identify position<br />

of the object. Similarly, objects made up of<br />

radar absorbing material and magnetic<br />

substances, sometimes, hinder the efficiency<br />

of radar in finding position of the object. The<br />

ability of radar to sense the range, altitude,<br />

direction or speed of objects helps the<br />

unmanned vehicle to visualise the real scene<br />

and drive safely. Radars are available in<br />

market at different ranges around $30 USD to<br />

$300 USD depending upon the accuracy and<br />

additional features [13].<br />

V. Ultrasonic sensor<br />

Unmanned vehicles using ultrasonic sensors<br />

navigate similar to Bats by using ultrasound<br />

with frequency greater than that of human<br />

hearing range. The principal is similar to<br />

Radar but can be used to provide proximity for<br />

low speed events i.e., the sensors are blind if<br />

cars move fast. This kind of sensors can be<br />

used for APS, low-speed ACC and automatic<br />

door opener (opens the door when sensor<br />

detects a person coming towards it). Although<br />

ultrasonic-sensor technology is more mature<br />

and less expensive than radar, car<br />

manufacturers are reluctant to have too many<br />

ultrasound sensor apertures visible on the<br />

car's exterior. At present, Ultrasonic sensors<br />

are used in conventional cars for assisting<br />

reverse parking and the whole system cost is<br />

around $70 USD [9].<br />

Figure 3: Doppler Effect – The frequency of radio wave<br />

increases when object approaches towards receiver<br />

and increases when moves away [6]<br />

VI. Infrared Sensor<br />

Most of the objects near room temperature<br />

emit thermal radiation which corresponds to<br />

electromagnetic radiation of longer<br />

wavelength. These radiations are not visible to<br />

normal human eye and hence this sensor in<br />

autonomous vehicles helps to avoid<br />

distraction of neighboring drivers with visible<br />

light. Unlike radar, LIDAR and ultrasonic, long<br />

wavelength infrared called as Far Infra-Red<br />

(FIR) sensor doesn't radiate or generate any<br />

energy for detection purpose. Instead, it<br />

detects infrared radiation from an object. But,<br />

Near Infra-Red (NIR) sensors require infrared<br />

headlights over the car to illuminate the road<br />

ahead. The detection is possible even in the<br />

night time and hence used in unmanned<br />

vehicles to provide night vision (see Fig. 4) for<br />

smart driving. Infrared camera for automobile<br />

costs around $150 USD [11]. Thermal<br />

cameras use infrared sensors.<br />

24 TechTalk@<strong>KPIT</strong>, Volume 6, Issue 4, 2013

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