An Integrated GUI Environment for High-speed Fuzzy Inference Systems

カテゴリ: 部門大会

論文No: GS18-1

グループ名: 【C】平成14年電気学会電子・情報・システム部門大会講演論文集

発行日: 2002/09/02

タイトル(英語): An Integrated GUI Environment for High-speed Fuzzy Inference Systems

著者名: Jong Hyuk Kim ()

著者名(英語): Jong Hyuk （） Sang Gu （） Byung Kwon （） Ki Sung （） Jeong Young （） Michio （） Kageo （） ()

要約(日本語): In this paper, we propose an integrated GUI environment for high-speed fuzzy inference system. In this, as 4 fuzzy variables in condition part and 104 fuzzy rules are used, a real time and parallel approach is required. For fast fuzzy computation, we use the scan line conversion algorithm to convert lines of each fuzzy linguistic term to the closest integer pixels. We design the integer fuzzy processor unit to be operated in parallel by using FPGA. As a GUI environment, PCI transmission, image data pre-processing, integer pixel mapping and fuzzy membership tuning are considered. This system can be used in a pattern classification system requiring a rapid inference time in a real-time.

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