Performance analysis of in-vehicle distributed control systems applying a real-time jitter monitor.

INDIN(2020)

Cited 3|Views2
No score
Abstract
This paper presents an approach to monitor the performance degradation in CAN networks and the fault effect on time constraints of periodic control tasks. The work proposes the use of a test-based method supported by fault and error injection that helps the engineer to define how these faults degrade the system performance. In addition, a runtime jitter monitoring technique is proposed and applied to a CAN-based vehicular network. The runtime jitter analyses the performance oscillation according to a time window and with a tolerance range defined during previous performance tests. A case study was conducted monitoring a critical control system during error injection and the analysis technique was applied in order to verify the performance oscillation detection. Results show that with a typical CAN rate of 1 Mbps, the runtime jitter detect anomalies in performance during a short time period up to 30% of busload. The experiments show the degradation of 4,2 times on average jitter between 10% and 30% of busload with fault injection. The detection is also possible with higher busload 50% and 80%, but with an increase in the detection time. The present study emphasizes the importance of performance monitoring with the recent advances in automotive electronics.
More
Translated text
Key words
performance monitoring,detection time,fault injection,average jitter,busload,performance oscillation detection,critical control system,previous performance tests,tolerance range,time window,runtime jitter analyses,vehicular network,runtime jitter monitoring technique,system performance,error injection,test-based method,periodic control tasks,time constraints,fault effect,CAN networks,performance degradation,real-time jitter monitor,in-vehicle distributed control systems,performance analysis
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined