Proceedings of the 3rd International Conference on Material, Mechanical and Manufacturing Engineering

A Sensor Parameter Calibration Method of Tire Pressure Monitor System Based on Linear Regression Technology

Authors
Meiling Li, Xiaopeng Ji, Hao Liu, Zhiqiang Wei
Corresponding Author
Meiling Li
Available Online August 2015.
DOI
10.2991/ic3me-15.2015.203How to use a DOI?
Keywords
A linear calibration model; Linear regression technology; Least square method; Sensor parameter calibration; Tire Pressure Monitor System
Abstract

The regular sensors that are used for TPMS (Tire Pressure Monitor System) are some inaccuracies for collecting parameters. Thus, a new error correction method is proposed to calibrate tire pressure values based on linear regression technology. And based on the way a friendly interactive TPMS is achieved. The parameters of tire pressure sensors are determined by the experiment. And sensor parameter calibration is based on least square method to fit the values. Furthermore, a linear calibration model is obtained through continuous linear regression analysis. Finally, the optimal calibration model corrects the raw data, so the use of the model greatly improves the accuracy of TPMS. And it greatly improves the stability and flexibility of traditional TPMS. The testing and practice has proved the feasibility of the model.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 3rd International Conference on Material, Mechanical and Manufacturing Engineering
Series
Advances in Engineering Research
Publication Date
August 2015
ISBN
978-94-6252-100-1
ISSN
2352-5401
DOI
10.2991/ic3me-15.2015.203How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Meiling Li
AU  - Xiaopeng Ji
AU  - Hao Liu
AU  - Zhiqiang Wei
PY  - 2015/08
DA  - 2015/08
TI  - A Sensor Parameter Calibration Method of Tire Pressure Monitor System Based on Linear Regression Technology
BT  - Proceedings of the 3rd International Conference on Material, Mechanical and Manufacturing Engineering
PB  - Atlantis Press
SP  - 1051
EP  - 1056
SN  - 2352-5401
UR  - https://doi.org/10.2991/ic3me-15.2015.203
DO  - 10.2991/ic3me-15.2015.203
ID  - Li2015/08
ER  -