Steering Angle Center Prediction From Vehicle Load Position
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Solution Overview
Problem
Existing devices for estimating the steering angle center of autonomous vehicles take a significant amount of time to converge, as they rely on accumulating and processing sensor data during travel to calculate the steering angle center.
Innovation Solution
An information processing method that uses past transported-object information and the weight of the moving body to generate a predicted steering angle center value through a model, allowing the vehicle to set the steering angle center quickly without relying on real-time sensor data accumulation.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If steering angle center is estimated by accumulating sensor data during travel, then measurement precision is improved, but time required for estimation increases
Solution Approach 1:
The system performs preliminary estimation of the steering angle center using transport object information (weight and position) before actual travel begins. This allows the steering angle center to be set in advance, eliminating the need to wait for sensor data accumulation during travel and significantly reducing the convergence time while maintaining estimation accuracy.
Solution Approach 2:
The system introduces transport object information (weight and position of cargo/passengers) as an intermediary parameter to estimate the steering angle center. This intermediary data allows indirect calculation of the center of gravity position, which directly determines the steering angle center, bypassing the need for extensive sensor data accumulation.
2Measurement precision
If multiple sensors are used for steering angle detection, then measurement precision is improved, but device complexity increases
Solution Approach 1:
The system extracts and utilizes transport object information (weight and position data) that is already available in the vehicle's information system. By leveraging this existing data source, the system avoids the need for additional dedicated sensors for steering angle estimation, thereby reducing device complexity while maintaining measurement precision.
Data Source
AI summary
An information processing method is executed by a computer and the method includes: obtaining first transported-object information that is transported-object information including a position and a weight of a transported object on a moving body; obtaining a weight of the moving body; generating information indicating a predicted steering angle center value by inputting the first transported-object information obtained and the weight of the moving body obtained into a model generated using second transported-object information, a weight of the moving body, and a steering angle center value of the moving body, the second transported-object information being older transported-object information than the first transported-object information; and outputting the information indicating the predicted steering angle center value to the moving body.


