A neural network approach for the identification of micromachined accelerometers

Elena Gaura; N. C. Steele; R. J. Rider

A neural network approach for the identification of micromachined accelerometers

Elena Gaura, N. C. Steele, R. J. Rider

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

Abstract

The paper presents the identification procedure for a nonlinear accelerometer using a neural network. Simulation results obtained in SPICE and Matlab show good agreement between the behaviour of the sensor over its entire working range and the identification neural network (INN) model.

Original language	English
Title of host publication	Technical Proceedings of the 1999 International Conference on Modeling and Simulation of Microsystems
Publisher	Computational Publications
Pages	245-248
Number of pages	4
ISBN (Print)	0966613546
Publication status	Published - 1999
Externally published	Yes
Event	2nd International Conference on Modeling and Simulation of Microsystems - SAN JUAN, Puerto Rico Duration: 19 Apr 1999 → 21 Apr 1999

Conference

Conference	2nd International Conference on Modeling and Simulation of Microsystems
Country/Territory	Puerto Rico
City	SAN JUAN
Period	19/04/99 → 21/04/99

Keywords

accelerometer
micromachined
neural network
identification

Access to Document

http://www.nsti.org/procs/MSM99/7/T57.01

Cite this

@inproceedings{1f776782f13c4ebabfc2f394db9542bd,

title = "A neural network approach for the identification of micromachined accelerometers",

abstract = "The paper presents the identification procedure for a nonlinear accelerometer using a neural network. Simulation results obtained in SPICE and Matlab show good agreement between the behaviour of the sensor over its entire working range and the identification neural network (INN) model.",

keywords = "accelerometer, micromachined, neural network, identification",

author = "Elena Gaura and Steele, {N. C.} and Rider, {R. J.}",

year = "1999",

language = "English",

isbn = "0966613546",

pages = "245--248",

booktitle = "Technical Proceedings of the 1999 International Conference on Modeling and Simulation of Microsystems",

publisher = "Computational Publications",

note = "2nd International Conference on Modeling and Simulation of Microsystems ; Conference date: 19-04-1999 Through 21-04-1999",

}

Gaura, E, Steele, NC & Rider, RJ 1999, A neural network approach for the identification of micromachined accelerometers. in Technical Proceedings of the 1999 International Conference on Modeling and Simulation of Microsystems. Computational Publications, pp. 245-248, 2nd International Conference on Modeling and Simulation of Microsystems, SAN JUAN, Puerto Rico, 19/04/99. <http://www.nsti.org/procs/MSM99/7/T57.01>

A neural network approach for the identification of micromachined accelerometers. / Gaura, Elena; Steele, N. C.; Rider, R. J.
Technical Proceedings of the 1999 International Conference on Modeling and Simulation of Microsystems. Computational Publications, 1999. p. 245-248.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

TY - GEN

T1 - A neural network approach for the identification of micromachined accelerometers

AU - Gaura, Elena

AU - Steele, N. C.

AU - Rider, R. J.

PY - 1999

Y1 - 1999

N2 - The paper presents the identification procedure for a nonlinear accelerometer using a neural network. Simulation results obtained in SPICE and Matlab show good agreement between the behaviour of the sensor over its entire working range and the identification neural network (INN) model.

AB - The paper presents the identification procedure for a nonlinear accelerometer using a neural network. Simulation results obtained in SPICE and Matlab show good agreement between the behaviour of the sensor over its entire working range and the identification neural network (INN) model.

KW - accelerometer

KW - micromachined

KW - neural network

KW - identification

M3 - Conference proceeding contribution

SN - 0966613546

SP - 245

EP - 248

BT - Technical Proceedings of the 1999 International Conference on Modeling and Simulation of Microsystems

PB - Computational Publications

T2 - 2nd International Conference on Modeling and Simulation of Microsystems

Y2 - 19 April 1999 through 21 April 1999

ER -

A neural network approach for the identification of micromachined accelerometers

Abstract

Conference

Keywords

Access to Document

Fingerprint

Cite this