A Scalable Blockchain-based High-Definition Map Update Management System

被引:3
|
作者
Zhong, Lei [1 ]
Onishi, Ryokichi [1 ]
Wang, Ling [2 ]
Ruan, Leifeng [3 ]
Tan, Soo Jin [3 ]
机构
[1] Toyota Motor Co Ltd, Tokyo, Japan
[2] Iallchain Technol Co Ltd, Beijing, Peoples R China
[3] Intel Corp, Santa Clara, CA 95051 USA
关键词
D O I
10.1109/ISC253183.2021.9562840
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
High-Definition (HD) map service requires more frequent update and much larger data volume than traditional map services, so that it is very difficult to handle HD map update by existing offline data collection such as survey fleets, and centralized cloud-based map services. To solve this problem, vehicle crowd-sourcing and edge computing infrastructure are proposed to timely capture the change of the physical world and distributedly process the huge amount of raw data close to the vehicles. In such a decentralized environment, Distributed Ledger Technology (DLT), such as blockchain, is very promising to meet some of the important requirements of data integrity and traceability of map update, but it is challenging to meet the requirement of frequent map update and scale to a large-scale system. In this work, we propose a salable III) map update management system by leveraging multiple blockchain networks in parallel and dynamically assign the generated map update to the corresponding blockchains according to the location and update frequency requirements. To verify the proposed system, we prototyped it based on the Hyperledger Fabric, an opensource implementation of consortium blockchain, and tested it in the lab environment.
引用
收藏
页数:4
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