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Statistical Based Algorithm for Reducing Residual Error in Embedded Systems Implemented Using the Controller Area Network | IEEE Journals & Magazine | IEEE Xplore

Statistical Based Algorithm for Reducing Residual Error in Embedded Systems Implemented Using the Controller Area Network


The efficiency of the SMC method in the reduction of residual error probability versus bit error probability.

Abstract:

In this paper, a new approach is introduced to reduce bit stuffing and consequently residual error probability in the controller area network (CAN). The proposed method i...Show More

Abstract:

In this paper, a new approach is introduced to reduce bit stuffing and consequently residual error probability in the controller area network (CAN). The proposed method is based on XOR masking. Unlike the XOR method, the proposed approach does not use a fixed mask for all IDs. Using statistical parameters of data, a proper mask for each CAN ID is generated and applied to the messages before transmitting. The performance of the method to reduce bit stuffing and residual error probability has been evaluated by considering a real data set. Results show that the method can significantly reduce bit stuffing and residual error probability. A comparison has been also conducted with previously reported methods. The results show the superiority of the SMC method in reducing residual error without payload and data transfer rate reduction.
The efficiency of the SMC method in the reduction of residual error probability versus bit error probability.
Published in: IEEE Access ( Volume: 8)
Page(s): 133817 - 133826
Date of Publication: 13 July 2020
Electronic ISSN: 2169-3536

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