| DIVISOR AND QR PARAMETER OPTIMIZATION IN QRC TO IMPROVE
THE COMPRESSION RATE |
| Min Jeong Lee 1, Sung Bhin Oh 2, Yeong Seob Kim 1, Jin Ho Kim 1 |
1Department of Computer Engineering, Kyungnam University
2Electrical and Computer Engineering, Sungkyunkwan University |
|
|
|
|
|
|
|
| ABSTRACT |
|
Controller area network (CAN) bandwidths are currently limited when accommodating increased traffic
volume due to the increase in vehicle electronic control units (ECUs). Research is underway to develop a lossless CAN data
compression algorithm that uses existing bandwidth networks to reduce the size of transmitted data while minimizing cost
and reliability issues without hardware changes. In this study, we propose the optimization of quotient remainder compression
(QRC) parameters to improve the compression ratio. The relationships between the divisor, quotient remainder (QR)
parameters, and the amount of change in the data were analyzed, and various divisor and QR parameter values were applied
to determine the optimal parameter values that provide the best compression results. Experimental results obtained using
actual vehicle driving data showed that the compression rate was improved through QRC parameter optimization compared
to using the existing QRC system. The proposed approach can be applied to CAN, CAN-FD, FlexRay, and Ethernet systems
to reduce the bus load rate and improve the network bandwidth availability. |
| Key Words:
Controller area network (CAN), Quotient remainder compression (QRC), Divisor, Quotient remainder
(QR), Bandwidth, Optimization |
|
|
|
Corresponding Author.
Jin Ho Kim , Email. 
Preview
Full text via DOI
Download Citation 
Print 
