Error compensation in an intelligent sensing instrumentation system

Author

Sachenko, A. ; Kochan, V. ; Kochan, R. ; Turchenko, V. ; Tsahouridis, K. ; Laopoulos, Th

Author_Institution

Inst. of Comput. Inf. Technol., Ternopil Acad. of Nat. Econ., Ukraine

Volume

2

fYear

2001

fDate

2001

Firstpage

869

Abstract

Methods of improving the measurement accuracy by estimation and correction of the maximum error components, are analyzed. The functional structure of the measurement channel in an intelligent sensing instrumentation system is described along with the procedures of component error correction. An experimental setup, implementing such methods in a multi-processing neural network configuration, is presented

Keywords

computerised instrumentation; distributed sensors; error compensation; error correction; intelligent sensors; measurement systems; multiprocessing systems; perceptrons; component error correction; distributed measurement system; error compensation; hierarchical measurement system; intelligent sensing instrumentation system; maximum error components; measurement accuracy; multiprocessing neural network configuration; self-training; sensor drift; single-layer perceptron; software blocks; systematic errors; Error compensation; Error correction; Instruments; Intelligent sensors; Intelligent structures; Intelligent systems; Intersymbol interference; Neural networks; Sensor systems; Signal processing algorithms;

fLanguage

English

Publisher

ieee

Conference_Titel

Instrumentation and Measurement Technology Conference, 2001. IMTC 2001. Proceedings of the 18th IEEE

Conference_Location

Budapest

ISSN

1091-5281

Print_ISBN

0-7803-6646-8

Type

conf

DOI

10.1109/IMTC.2001.928201

Filename

928201