Page 40 - Preliminary Analysis Towards a Standardized Readiness Framework - Interim Report
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Preliminary Analysis Towards a Standardized Readiness Framework



                      Appendix B: Specific impacts of these characteristics on Standards

                      Frameworks for AI readiness require further study.


                      Table II – Analysis of use case scenarios

                       Use case     Scenarios     Type of        Integral/     Thresholds   Experiments
                                                  sensor/ actor  add-on        for valida-  and Speci-
                                                                 controls      tion and     fications for
                                                                               compliance   validation
                       Driver       Drowsiness    Eyeball tracking  Add-on     For future   Volunteer
                       distraction  detection     visual cameras               study        based tests
                                    Texting while  Gesture deter-  Add-on      For future   Volunteer
                                    driving       mination                     study        based tests

                                    Lane disci-   RSU            Add-on        [100]        Test driving
                                    pline                                                   with sensors

                                    proximity     V2X            Integral      [100]        Test driving
                                                                                            with sensors

                                    Action        Facial features   Add-on     For future   Volunteer
                                    detection     classification               study        based tests

                       AEB based    Lane merg-    Angle detec-   Add-on        For future   Testing on
                       collision    ing           tion sensor                  study        test tracks
                       avoidance
                                    Blind spot    Angle + prox-  Add-on        For future   Testing on
                                    alarms        imity                        study        test tracks

                                    Emergency     Deployment     Integral      For future   Dummy
                                    braking and   and strength/                study        based.
                                    crash         stability

                                    Platooning of  Proximity and   Add-on      For future   Testing on
                                    trucks        distance                     study        test tracks

                       DUI detec-   Offline       Blood alcohol   Add-on       For future   Certified
                       tion         Validation by  levels, breath              study        Medical labs
                                    field tests   analyser
                                    Realtime      Response times  Integral     For future   Vendor tests
                                    inference by   of the driver.              study
                                    algorithms

                       Crop         Pesticide     Environment    Add-on        Sensor       Outdoor, in
                       management optimization    and soil                     specific [31]   the fields.
                                                  sensors.                                  In simulated
                                                  Visual data                               scenarios.
                                                  sensors
                                                  (cameras).

                       Soil moisture  Water usage   Soil sensor  Add-on        Sensor       Ruggediza-
                       sensing      optimization                               parameters   tion,
                                                                               [15]         calibration,
                                                                                            and e2e vali-
                                                                                            dation.






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