Page 186 - Innovations in Intelligent Machines
P. 186

178    R.W. Beard
                           Altitude Sensor

                           Pressure is a measure of force per unit area or
                                                              F
                                                         P =   ,
                                                              A
                           where P is the pressure, F is the force, and A is the area. The static pressure
                           at a particular altitude is determined by the force exerted by a column of air
                           at that altitude:
                                                           m column g
                                                      P =          ,
                                                              A
                           where m column is the mass of the column of air, g is the gravitational constant,
                           and A is the area upon which the column is exerting pressure. The density of
                           air is the mass per unit volume. Since the volume is given by the area times
                           the height we get
                                                         P = ρhg,
                           where ρ is the density of air and h is the altitude [8, 11].
                              Therefore, the output of the static pressure sensor is given by

                                          y static pres = ρgh + β static pres + η static pres ,

                           where β static pres is a slowly varying bias and η static pres is a zero mean Gaussian
                           process. To remove the bias, we collect multiple measurements of the pressure
                           on the ground and average to remove the Gaussian noise to obtain

                                         ¯ y static pres (h ground )= ρgh ground + β static pres .

                              If we know the altitude of the ground station above sea level and the
                           density of the surrounding air, then the bias β static pres can be determined. If,
                           on the other hand, we are interested in the height above the ground station
                           then we can subtract the calibrated ground measurement to obtain


                                                                   y
                                      y static pres (∆h) = y static pres (h) − ¯ static pres (h ground )
                                                    = ρg(h − h ground )+ η static pres (t),
                                                    = ρg∆h + η static pres (t),

                           where ∆h is the height above the ground station.


                           Air Speed Sensor
                           When the UAV is in motion, the atmosphere exerts dynamic pressure on the
                           UAV in the direction of airflow. The dynamic pressure is given by [8]
                                                             1  2
                                                       P I =  ρV ,
                                                                a
                                                             2
   181   182   183   184   185   186   187   188   189   190   191