An OTA Upgrade Differential Compression Algorithm Based on Suffix Array Induced Sorting and BsDiff Methods

Author:

Zhang Xinrong1ORCID,Wang Ying1,Su Yanzhao2,Zuo Hengfeng2,Huang Jin2,Kong Linghe3ORCID

Affiliation:

1. Key Laboratory of Road Construction Technology and Equipment of MOE, Chang’an University, Xi’an 710064, China

2. School of Vehicle and Mobility, Tsinghua University, Beijing 100190, China

3. Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

Abstract

As the scale and complexity of software for industrial equipment increases, the risk of defects being introduced into the software also increases. Over-the-air (OTA) technology eliminates software defects by regularly updating and maintaining the software equipment. However, downloading an upgraded file is time-consuming. The differential compression algorithm can rapidly complete OTA software upgrades. To solve the low-efficiency problem of suffix array sorting in the BsDiff algorithm, a fusion algorithm based on the suffix array induced sorting and BsDiff methods was proposed to reduce the time consumption in the OTA upgrade process. The execution of the difference algorithm in the cloud was simulated using bench experiments. Subsequently, the function and performance of the proposed algorithm were experimentally evaluated. The results showed that the optimized algorithm could save more than 35% of the time compared to the original algorithm, which improved the OTA upgrade efficiency to a certain extent.

Funder

Key Research and Development Plan of the Ministry of Science and Technology

NSFC Program

China Postdoctoral Science Foundation Program

Publisher

MDPI AG

Reference25 articles.

1. Hughes, J. (2023). Comparison of Lossy and Lossless Compression Algorithms for Time Series Data in the Internet of Vehicles. [Master’s Thesis, Linköping University].

2. Secure over-the-air software updates in connected vehicles: A survey;Halder;Comput. Netw.,2020

3. Borse, M., Shendkar, P., Undre, Y., Mahadik, A., and Patil, R. (2023). Mobile Computing and Sustainable Informatics, Proceedings of the ICMCSI 2023, Kathmandu, Nepal, 11–12 January 2023, Springer Nature.

4. Research on Software Defined Automotive Technology System;Meng;Automot. Eng.,2021

5. Over-the-air updates for robotic swarms;Varadharajan;IEEE Softw.,2018

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