HD Map Layer Compatibility Checks for Autonomous Driving
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Solution Overview
Problem
Conventional methods for generating high definition maps for autonomous driving systems are prone to human errors due to the use of different versions of sensor data, leading to inaccuracies and decreased safety in autonomous driving systems.
Innovation Solution
A method and apparatus for generating high definition maps that include selecting and verifying the compatibility of map layers using unique identification information and relationship analysis to ensure compatibility between map layers, preventing the use of incompatible data and enhancing map accuracy.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If map layers are selected and combined by users in the conventional environment, then the convenience of map generation is improved, but human errors occur due to use of incompatible map layers from different sensor data versions
Solution Approach 1:
The system provides feedback by displaying compatibility information for each map layer to the user. The processor determines whether selected map layers are compatible by comparing sensor data versions and provides this information back to the user interface, allowing users to make informed selections and avoid compatibility errors.
Solution Approach 2:
The processor acts as an intermediary between the user and the map layer combination process. It automatically checks compatibility between map layers by comparing sensor data versions and prevents combination of incompatible layers, mediating the user's selection process to ensure reliability.
2Reliability
If compatibility verification is added to the map layer selection process, then the accuracy and safety of high definition maps is improved, but the complexity of the generation process increases
Solution Approach 1:
The system performs self-service by automatically verifying compatibility of map layers without requiring manual intervention from the user. The processor autonomously compares sensor data versions and determines compatibility, eliminating the need for users to manually verify compatibility while maintaining high reliability.
Solution Approach 2:
The system performs preliminary compatibility verification before allowing map layer combination. The processor checks whether map layers are compatible by comparing sensor data versions in advance, preventing incompatible combinations from occurring and ensuring safety before the actual map generation process.
3Ease of operation
If manual selection of map layers is allowed without verification, then the ease of use is improved, but errors from using different sensor data versions occur
Solution Approach 1:
The system provides feedback by displaying compatibility information for each map layer to the user. The processor determines whether selected map layers are compatible by comparing sensor data versions and provides this information back to the user interface, allowing users to make informed selections and avoid compatibility errors.
Solution Approach 2:
The processor acts as an intermediary between the user and the map layer combination process. It automatically checks compatibility between map layers by comparing sensor data versions and prevents combination of incompatible layers, mediating the user's selection process to ensure reliability.
Data Source
AI summary
Provided are a method and apparatus for generating a high definition map for autonomous driving control of a vehicle, and a recording medium on which a computer program therefor is recorded. A method of generating a high definition map for autonomous driving control of a vehicle according to various embodiments of the present disclosure is performed by a computing device, and includes selecting one or more map layers for a predetermined area, and generating high definition map data corresponding to the area using the selected one or more map layers, wherein the generating of the high definition map data includes verifying the compatibility of the selected one or more map layers.


