Vehicle Localization System Switching for Map Data Deficiencies
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Solution Overview
Problem
Conventional vehicle localization systems face challenges in accurately determining vehicle position in areas with insufficient features stored in map data, leading to inaccuracies in positional determination.
Innovation Solution
A vehicle localization system that selectively switches between a first localization system using 3D map data and a second localization system using vehicle sensors and GPS, activating the second system when the first system's data is insufficient, allowing for accurate positioning through odometry and other methods.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If a first localization system using 3D map data is employed to determine vehicle position, then the system can provide accurate positioning in areas with sufficient map features, but positioning accuracy deteriorates in areas with insufficient features stored in map data
Solution Approach 1:
The patent implements a multi-functional localization system that can operate in multiple modes depending on the environment. The system switches between a first localization system (using 3D map data and camera images) for areas with sufficient features, and a second localization system (using sensor data and odometry) for areas with insufficient features. This universal approach ensures accurate positioning across diverse environments including both feature-rich and feature-poor areas.
Solution Approach 2:
The patent employs dynamic switching between different localization systems based on real-time assessment of map data sufficiency. The controller evaluates whether sufficient features are available in the 3D map data and dynamically activates the appropriate localization system. This dynamic adaptation allows the system to maintain positioning accuracy when transitioning between areas with different feature densities.
2Device complexity
If a single localization system is used to simplify the system structure, then the system complexity is reduced, but positioning reliability deteriorates in areas with insufficient map features
Solution Approach 1:
The patent divides the localization system into two distinct subsystems: a first localization system that relies on 3D map data and camera images, and a second localization system that uses sensor data and odometry methods. Each subsystem is optimized for specific operating conditions. The controller segments the overall localization task by selecting which subsystem to activate based on the availability of sufficient map features, thereby maintaining reliability without requiring both systems to operate simultaneously.
Solution Approach 2:
The controller acts as an intermediary that manages the switching between the first and second localization systems. It evaluates the sufficiency of map features and determines which localization system should be active at any given time. This intermediary component coordinates the operation of multiple subsystems, maintaining system reliability while managing complexity through centralized control logic.
Data Source
AI summary
A vehicle localization system includes a first localization system, a second localization system, and a controller. The first localization system is configured to determine a location of the vehicle using a first set of data. The second localization system is configured to determine a location of the vehicle using a second set of data. The controller is configured to switch from the first localization system to the second localization system when the first set of data is less than a predetermined amount.


