The Proceedings of the Dynamics & Design Conference
Online ISSN : 2424-2993
2016
Session ID : 523
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Road Profile Estimation from Accelerometers on vehicle body by Independent Component Analysis Considering Nominal Dynamics
Keisuke SHIMONOTsutomu KAIZUKAKimihiko NAKANOEiji SAKAIMichiyoshi KONO
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Abstract

Road profile affects to the vehicle. Vehicle ride comfort and control stability are depending on it. So, the road profile information is available for a vehicle to improve them. The road profile estimation for each vehicle are required form this point. Accelerometer is one of a suitable device for a vehicle to measure its motion. Vehicle motion includes effects of road profile. They also includes another motion effects. Effects caused by road profile should be separated to estimate it. Toward to this problem, Independent Component Analysis (ICA) seems to be available. In this case, ICA can provide estimated road profile displacements from measured acceleration signals. However, estimated road profiles do not include displacement unit since this method is strongly depending on statistic theory. It means estimated signals from ICA should be modified based on mechanical point of view. So, estimated signal should be added mechanical meaning from other signal that are measured in same time. In this paper, the adding method is also introduced as a part in proposed method. Then, shaking table test was carried out to validate proposed methods. In this test, real vehicle was sat on it. The shaking table inputs displacement oscillation to vehicle each tire. And, accelerometer were set on vehicle body and chassis. The proposed methods have estimated shaking table input displacement from acceleration signal measured on a vehicle.

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© 2016 The Japan Society of Mechanical Engineers
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