DATA MANAGEMENT AND LOGGING FOR AUTOMOTIVE VEHICLES
Keywords:
AV Data Logging, Logging, Vehicle Data Logging, Vehicle Data Collection, Safety Logs, Data Storage Of Vehicles, Vehicle Log Processing, Data Acquisition Systems, DASAbstract
The rapid advancement in automotive technology has significantly elevated the importance of data management and vehicle logging. Modern vehicles have evolved into complex systems capable of generating, processing, and communicating vast amounts of data rather than just modes of transportation. This article presents a complete overview of the architecture and components involved in automotive data management and logging. It delves into the intricacies of data acquisition from sensors, data processing through microcontrollers and real-time operating systems, and the integral role of Engine Control Units (ECUs). Additionally, the paper examines the advancements in edge computing, artificial intelligence, and machine learning in vehicles alongside the critical aspects of data logging, storage, and transmission. The paper also addresses the paramount importance of cybersecurity in the automotive domain. This detailed exploration aims to understand the current state and future trends in vehicle data management systems.
References
Automotive data collection, logging, and analytic software tools. It discusses the capabilities of their Deep Logger system for vehicle data management: Sibros - Automotive Data Collection Logging & Analytic Software Tools.
The principles of Smart Data Logging Systems and their application in the automotive industry: Sibros - Smart Data Logging for Connected Vehicle Value Creation
Automotive World - In-vehicle data storage and security and privacy requirements. Automotive World - Connected vehicle data management
Electronic Design - the importance of non-volatile memory for vehicle data logging systems: Electronic Design - High-Reliability Data Logging for Vehicles
SAE International Journal of Connected and Automated Vehicles
IEEE Transactions on Intelligent Transportation Systems
International Journal of Automotive Technology
ISO/SAE 21434: Road Vehicles - Cybersecurity Engineering
IEEE Standards for Automotive Systems
Controller Area Network (CAN) Specifications by Bosch
Cybersecurity in the Automotive Industry: A Systematic Literature Review (SLR)
Structure in Architecture: The backbone of the built environment
Lidar vs Radar: Unraveling the Differences and Applications
Data Acquisition System
Advanced Driver Assistance Systems and Autonomous Driving
Engine Control Units (ECU): The Brains Behind Your Vehicle’s Performance
The State of AI and ML for Automotive Vehicles
Ethical use of data: A data scientist’s code of conduct
What is Edge Computing? https://www.intel.com/content/www/us/en/edge-computing/what-is-edge-computing.html
Vehicles generate more data: https://www.tuxera.com/blog/autonomous-cars-300-tb-of-data-per-year/
5G Will Accelerate a New Wave of IoT Applications: https://newsroom.ibm.com/5G-accelerate-IOT
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Copyright (c) 2024 Sanath D Javagal (Author)
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
