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82                                     Autonomous Mobile Robots

                                        Ground            90  40
                                         truth   120               60
                                                             30

                                         150                 20          30
                                                             10

                                       180                                  0




                                         210                             330

                                                                            Target presence
                                                 240               300      probability
                                                          270               CA-CFAR


                                FIGURE 2.22 Comparison of CA-CFAR detector-based feature extraction and feature
                                detection based on target presence probability.




                                         25

                                         20

                                         15

                                        Error (m)  10

                                          5

                                          0

                                         –5


                                        –10
                                           0     50    100   150   200   250    300   350
                                                           Azimuth (degrees)

                                FIGURE 2.23  The difference between the ground truth range values and the range
                                estimates from the target presence probability.






                                 © 2006 by Taylor & Francis Group, LLC



                                 FRANKL: “dk6033_c002” — 2006/3/31 — 17:29 — page 82 — #42
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