Micro-Mobility Route Control Using Curvature Change Points
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Solution Overview
Problem
Micro mobility vehicles require a control system that can achieve both highly responsive route following and stable behavior, especially in environments with irregular obstacles and intersections, without relying on high-precision maps.
Innovation Solution
A moving body control system that generates a reference route and determines a control amount by identifying terminal ends of straight lines and curvature changes, allowing for a longer reference route to be used for stable and responsive travel control.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Speed
If a micro mobility vehicle uses highly responsive control to accurately follow a route, then responsiveness to the travel route is improved, but stability of the moving body behavior deteriorates
Solution Approach 1:
The reference route is divided into multiple sections based on curvature characteristics. Different control strategies are applied to different sections: sections with small curvature (straight or gently curved) use one control approach, while sections with large curvature (sharp turns) use another. This segmentation allows the system to achieve both responsiveness and stability by adapting the control method to the specific route characteristics of each section.
Solution Approach 2:
The control system dynamically adjusts its behavior based on the curvature of the reference route. When the route curvature changes, the controller switches between different control modes - using more aggressive tracking for straight sections and more conservative tracking for curved sections. This dynamic adaptation enables the system to maintain stability during curved travel while achieving responsiveness during straight travel.
2Stability of the object's composition
If a micro mobility vehicle uses control for stabilizing behavior in consideration of a passenger, then stability of moving body behavior is improved, but responsiveness to the route to travel deteriorates
Solution Approach 1:
Different control characteristics are applied to different portions of the reference route based on local curvature properties. For straight or gently curved sections, the control emphasizes responsiveness with tighter tracking. For sharply curved sections, the control emphasizes stability with smoother tracking. This local differentiation resolves the contradiction by allowing both responsive and stable control behaviors to coexist in different locations.
Solution Approach 2:
The controller changes its control parameters (such as proportional gain, integral gain, or damping coefficients) based on the curvature of the reference route. When entering a curved section, the parameters are adjusted to prioritize stability. When in a straight section, parameters are adjusted to prioritize responsiveness. This parameter adaptation enables the system to achieve both stability and responsiveness at different times.
3Stability of the object's composition
If the moving body refers to a longer part of the reference route for control, then stability of behavior is improved, but the complexity of control processing increases
Solution Approach 1:
The controller pre-calculates or pre-identifies the curvature characteristics of upcoming reference route sections and prepares appropriate control parameters in advance. By knowing the future route characteristics, the system can smoothly transition between control modes without complex real-time calculations during execution, thereby reducing control processing complexity while maintaining stability.
Solution Approach 2:
Instead of using a complex, long-term predictive model that considers the entire reference route, the system uses simpler, shorter-term control decisions based on immediate curvature characteristics. Each control decision is made independently based on current route geometry, avoiding the need for complex global optimization while still achieving stability through local adaptability.
Data Source
AI summary
A moving body control system generates a reference route indicating a route from a position of the moving body on which the moving body travels and determines a part of the reference route to be referred to for controlling travel of the moving body out of the reference route. The system determines a control amount for controlling travel of the moving body with reference to the determined part of the reference route. The system determines a part of the reference route so as to include a position distant from the position of the moving body out of a terminal end of a straight line forming the reference route identified by first identification processing, and a terminal end or a change point of a predetermined curvature of a curved line forming the reference route identified by second identification processing.


