Page 169 - Designing Autonomous Mobile Robots : Inside the Mindo f an Intellegent Machine
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Chapter 11

            feature. Since the column is not a point, we must increase this area by the radius of
            the column and collect all points that lay within it for further processing.

                                                         Feature position
                                                            window






                                                        Programmed
                                                      feature position









                                                        Uncertainty
                                                   Position estimate


                    Figure 11.4. Using position uncertainty to find a feature’s window

            The feature position window gets even larger when we include the robot’s heading
            uncertainty as demonstrated in Figure 11.5.

                                                         Feature position
                                                             window






                                                        Programmed
                                                       feature position

                                                 Heading Uncertainty






                                                        Uncertainty
                                                   Position estimate

                   Figure 11.5. Feature window compensated for heading uncertainty



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