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Response-Time Analysis for Controller Area Networks With Randomly Occurring Messages
- Source :
- IEEE Transactions on Vehicular Technology. 69:3893-3902
- Publication Year :
- 2020
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2020.
-
Abstract
- A number of methods have been proposed for the response-time analysis (RTA) of controller area networks (CANs), which are the industry standard for in-vehicle network protocols. However, most of these methods are unsuitable for analyzing nonperiodically transmitted messages because they assume a constant transmission period for each message. Moreover, the calculated evaluation criteria are limited and comprise many over-pessimistic estimations, such as the worst-case response time (WCRT). To tackle these problems, this paper proposes an RTA method for CANs with randomly occurring messages, which replaces the constant transmission period with the average number of transmission instances per unit time. This approach finds the approximate probability distribution of the response time to any message in a CAN, providing a more general measure than the WCRT. To this end, a mathematical model based on M/G/1 queueing theory is developed. The model accurately emulates the behavior of nonperiodic CAN messages and enables RTA with minimal pessimistic estimations. When tested against the benchmarks, the proposed method accurately obtained response time distributions within several seconds to several tens of seconds.
- Subjects :
- Queueing theory
Computer Networks and Communications
Computer science
Aerospace Engineering
Response time
020302 automobile design & engineering
02 engineering and technology
0203 mechanical engineering
Transmission (telecommunications)
Control theory
Automotive Engineering
Probability distribution
Electrical and Electronic Engineering
Communications protocol
Constant (mathematics)
Hidden Markov model
Algorithm
Subjects
Details
- ISSN :
- 19399359 and 00189545
- Volume :
- 69
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Vehicular Technology
- Accession number :
- edsair.doi...........e947fde8fa5d838949723ac6c719e53f
- Full Text :
- https://doi.org/10.1109/tvt.2020.2970075