PSoC for Real-time Driver Assistance Based on Machine Learning IP Cores

This dataset was delivered on: 03-23-2018 Project Description The dataset outlined below was requested in an effort to enhance the development of a "configurable multi-feature hardware/software platform for driver assistance based on machine learning intellectual property (IP) cores." Data Request Scope The events of interest can be found in the following query below. This query returns a total 48 trips containing 49 different events. https://insight.shrp2nds.us/query/index#/builder?queryID=87507 Data Specification Time-Series File ID DAS Timestamp vtti.abs (may not be available for all trips) vtti.accel_x vtti.accel_y vtti.accel_z computed.day_of_week vtti.driver_button vtti.elevation_gps vtti.engine_rpm_instant (may not be available for all trips) vtti.esc (may not be available for all trips) vtti.gyro_x vtti.gyro_y vtti.gyro_z vtti.heading_gps vtti.headlight vtti.lane_distance_off_center vtti.lane_width vtti.left_line_right_distance vtti.left_marker_probability vtti.left_marker_type vtti.light_level vtti.month_gps vtti.number_of_satellites vtti.odometer (may not be available for all trips) vtti.pdop vtti.pedal_brake_state (may not be available for all trips) vtti.pedal_gas_position (may not be available for all trips) vtti.prndl (may not be available for all trips) vtti.right_line_left_distance vtti.right_marker_probability vtti.right_marker_type vtti.speed_gps vtti.speed_network (may not be available for all trips) vtti.steering_wheel_position (may not be available for all trips) vtti.temperature_interior computed.time_bin vtti.traction_control_state (may not be available for all trips) vtti.turn_signal (may not be available for all trips) vtti.video_frame vtti.wiper (may not be available for all trips) vtti.year_gps All processed RADAR data variables All raw RADAR data variables Video Forward video - reviewed for presence of identifying information. Some trips may be partially blurred as a result.