A SYSTEMATIC APPROACH TOWARDS SYSTEM IDENTIFICATION BASED YAW RATE ESTIMATION WITH LOW-COST IMU+GPS UNITS

A SYSTEMATIC APPROACH TOWARDS SYSTEM IDENTIFICATION BASED YAW RATE ESTIMATION WITH LOW-COST IMU+GPS UNITS

Systems and methods for estimating values of dynamic attributes of autonomous vehicles are disclosed. A first vehicle includes an inertial measurement unit (IMU) configured to measure a dynamic attribute (e.g., rate of change of vehicle yaw angle) and correlate the measured attribute with one or mor...

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Hauptverfasser: KUMBAR, Kshitij, SHAH, Nirav, Atul, TURKOGLU, Kamran
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION
CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES
PERFORMING OPERATIONS
ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT
TRANSPORTING
VEHICLES IN GENERAL
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creator KUMBAR, Kshitij
SHAH, Nirav, Atul
TURKOGLU, Kamran
description Systems and methods for estimating values of dynamic attributes of autonomous vehicles are disclosed. A first vehicle includes an inertial measurement unit (IMU) configured to measure a dynamic attribute (e.g., rate of change of vehicle yaw angle) and correlate the measured attribute with one or more input variables (e.g., values of steering angle commands). The correlated data is used to generate a model that can be used in a second vehicle to predict a dynamic attribute based at least in part on variable values input from the second vehicle. As a result, it is not necessary for the second vehicle to have an IMU.
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subjects CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION
CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES
PERFORMING OPERATIONS
ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT
TRANSPORTING
VEHICLES IN GENERAL
title A SYSTEMATIC APPROACH TOWARDS SYSTEM IDENTIFICATION BASED YAW RATE ESTIMATION WITH LOW-COST IMU+GPS UNITS
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