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                               6.5   Proximity Sensors            6 Common Sensing Techniques for Reactive Robots
                                     Proximity sensors measure the relative distance (range) between the sensor
                                     and objects in the environment. Since the sensor is mounted on the robot, it is
                                     a straightforward computation to translate a range relative to the sensor to a
                                     range relative to the robot at large. Most proximity sensors are active. Sonar,
                                     also called ultrasonics, is the most popular proximity sensor, with infrared,
                                     bump, and feeler sensors not far behind.


                              6.5.1  Sonar or ultrasonics

                                     Sonar refers to any system for using sound to measure range. Sonars for
                                     different applications operate at different frequencies; for example, a sonar
                                     for underwater vehicles would use a frequency appropriate for traveling
                                     through water, while a ground vehicle would use a frequency more suited
                                     for air. Ground vehicles commonly use sonars with an ultrasonic frequency,
                                     just at the edge of human hearing. As a result the terms “sonar” and “ul-
                                     trasonics” are used interchangeably when discussing extracting range from
                                     acoustic energy.
                                       Ultrasonics is possibly the most common sensor on commercial robots op-
                                     erating indoors and on research robots. They are active sensors which emit a
                       TIME OF FLIGHT  sound and measure the time it takes for the sound to bounce back. The time
                                     of flight (time from emission to bounce back) along with the speed of sound
                                     in that environment (remember, even air changes density with altitude) is
                                     sufficient to compute the range of the object.
                                       Ultrasonics is common for several reasons. Its evolution paralleled the rise
                                     of the Reactive Paradigm. In the mid-1980’s, Hans Moravec did impressive
                                     robot navigation with a ring of sonars. The ring configuration gave a 360
                                     coverage as a polar plot. This ring was developed by one of the first mobile
                                     robot manufacturers, Denning Robotics, and since then sonar rings are often
                                     referred to as “Denning rings,” regardless of manufacturer. Besides provid-
                                     ing direct range measurements, the transducers were cheap, fast, and had
                                     terrific coverage. In the early 1980’s, the Polaroid Land Corporation had de-
                                     veloped small, inexpensive sonars for use as camera range finders. A bigger
                                     version, the Polaroid Lab Grade ultrasonic transducer, costs on the order of
                                     $30 USD and can measure ranges from 1 to 25 feet with inch resolution over

                                     afield of viewof 30 . Furthermore, the measurement time was on the order
                                     of seconds versus hours for computer vision. Ultrasonics became the sensor
                                     of choice for behavior-based robots.
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