Studies in Science and Technology
Online ISSN : 2187-1590
Print ISSN : 2186-4942
ISSN-L : 2187-1590
Volume 7, Issue 2
Displaying 1-13 of 13 articles from this issue
Preface
Feature Article
Series
Original Article
Research Letter
  • Yusuke Kajiwara, Haruhiko Kimura, Toshihiko Shimauchi
    2018 Volume 7 Issue 2 Pages 145-148
    Published: 2018
    Released on J-STAGE: December 30, 2018
    JOURNAL FREE ACCESS
    Recently, many libraries have introduced a UHF-band RFID tag system because of its convenience. However, the UHF-band RFID reader has wide coverage area and this can reduce the management efficiency by unintentionally reading unnecessary tags. In this paper, we propose an intelligent library gate by using machine learning algorithm. The intelligent gate takes into account relative angle and distance between RFID tags and the reader and controls the intensity of the radio wave emitted from the reader by using machine learning algorithm. This enables the reader to maintain detection accuracy and minimize electrical power consumption. In order to validate the effectiveness of the gate, SVM is used to predict RSSI. The result of the prediction shows RMSE as 7.67 and R-squared as 0.77. Electrical power consumption is reduced to 59 % compared to a case when the radio wave is emitted at maximum intensity. The result shows that the intelligent gate which maintains detection accuracy and minimize electrical power consumption can be developed by selecting minimum necessary radio wave intensity predicted in the experiment.
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  • Kazuyuki Umemura, Makoto Oogai, Takeshi Iwasaka, Takayuki Yoshizawa, A ...
    2018 Volume 7 Issue 2 Pages 149-152
    Published: 2018
    Released on J-STAGE: December 30, 2018
    JOURNAL FREE ACCESS
    In the synthesis of biologically active substance such as various pharmaceutical chemicals, amidation or esterification reaction is one of the most basic reactions. We developed effective amidating and the esterification method of having used sulfonyl halide. This method using this sulfonyl halide is expected to be widely used as a convenient and effective amidation esterification method in a region requiring mass synthesis etc. since the reaction reagent is inexpensive and excellent in operability.
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