Application of Kalman filtering to pilot detection of failures

Y. Devouassoux; A. Pritchett

Application of Kalman filtering to pilot detection of failures

Y. Devouassoux, A. Pritchett

Aerospace Engineering

Research output: Contribution to conference › Paper › peer-review

2 Scopus citations

Abstract

This paper presents a pilot model for fault detection. The pilot detection process is examined and a model based on an extended Kalman filter is derived. Evaluation is performed using a simulation of a B737. Failures are injected and the detection capabilities of the Kalman filter-based model are demonstrated.

Original language	English (US)
Pages	3D31-3D39
State	Published - 2001
Event	20th Digital Avionics Systems Conference Proceedings - Daytona Beach, FL, United States Duration: Oct 14 2001 → Oct 18 2001

Other

Other	20th Digital Avionics Systems Conference Proceedings
Country	United States
City	Daytona Beach, FL
Period	10/14/01 → 10/18/01

All Science Journal Classification (ASJC) codes

Aerospace Engineering
Electrical and Electronic Engineering

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title = "Application of Kalman filtering to pilot detection of failures",

abstract = "This paper presents a pilot model for fault detection. The pilot detection process is examined and a model based on an extended Kalman filter is derived. Evaluation is performed using a simulation of a B737. Failures are injected and the detection capabilities of the Kalman filter-based model are demonstrated.",

author = "Y. Devouassoux and A. Pritchett",

year = "2001",

language = "English (US)",

pages = "3D31--3D39",

note = "20th Digital Avionics Systems Conference Proceedings ; Conference date: 14-10-2001 Through 18-10-2001",

}

TY - CONF

T1 - Application of Kalman filtering to pilot detection of failures

AU - Devouassoux, Y.

AU - Pritchett, A.

PY - 2001

Y1 - 2001

N2 - This paper presents a pilot model for fault detection. The pilot detection process is examined and a model based on an extended Kalman filter is derived. Evaluation is performed using a simulation of a B737. Failures are injected and the detection capabilities of the Kalman filter-based model are demonstrated.

AB - This paper presents a pilot model for fault detection. The pilot detection process is examined and a model based on an extended Kalman filter is derived. Evaluation is performed using a simulation of a B737. Failures are injected and the detection capabilities of the Kalman filter-based model are demonstrated.

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M3 - Paper

AN - SCOPUS:18244428127

SP - 3D31-3D39

T2 - 20th Digital Avionics Systems Conference Proceedings

Y2 - 14 October 2001 through 18 October 2001

ER -