MONITORING AND CONTROL OF A SEMICONDUCTOR MANUFACTURING PROCESS

Monitoring of a semiconductor manufacturing process. Wafer measurement data is obtained (301); Zernike polynomials are fitted (302) to the wafer measurement data to obtain representation of respective wafermap patterns; a knowledgebase of wafermap patterns is built (303) based on the respective coef...

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Hauptverfasser: HILTUNEN, Eero, HEIKKILÄ, Rasmus, LISKI, Antti, SALMENKAITA, Jukka-Pekka, YLÄ-JARKKO, Kalle
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creator HILTUNEN, Eero
HEIKKILÄ, Rasmus
LISKI, Antti
SALMENKAITA, Jukka-Pekka
YLÄ-JARKKO, Kalle
description Monitoring of a semiconductor manufacturing process. Wafer measurement data is obtained (301); Zernike polynomials are fitted (302) to the wafer measurement data to obtain representation of respective wafermap patterns; a knowledgebase of wafermap patterns is built (303) based on the respective coefficients of the Zernike polynomials; the wafermap patterns of the knowledgebase are grouped (304) to wafermap pattern groups based on the respective coefficients of the Zernike polynomials; and at least some of the wafermap pattern groups of the knowledgebase and the respective coefficients of the Zernike polynomials are used (305) for analyzing new wafer measurement data for the purpose of monitoring the semiconductor manufacturing process.
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subjects BASIC ELECTRIC ELEMENTS
CALCULATING
COMPUTING
CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
ELECTRIC SOLID STATE DEVICES NOT OTHERWISE PROVIDED FOR
ELECTRICITY
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
PHYSICS
REGULATING
SEMICONDUCTOR DEVICES
title MONITORING AND CONTROL OF A SEMICONDUCTOR MANUFACTURING PROCESS
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