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    ARTICLE

    Development of a Novel Noise Reduction Algorithm for Smart Checkout RFID System in Retail Stores

    Shazielya Shamsul1, Mohammed A. H. Ali1,2,*, Salwa Hanim Abdul-Rashid1,2, Atef M. Ghaleb3, Fahad M. Alqahtani4

    CMC-Computers, Materials & Continua, Vol.80, No.1, pp. 1277-1304, 2024, DOI:10.32604/cmc.2024.049257

    Abstract This paper presents a smart checkout system designed to mitigate the issues of noise and errors present in the existing barcode and RFID-based systems used at retail stores’ checkout counters. This is achieved by integrating a novel AI algorithm, called Improved Laser Simulator Logic (ILSL) into the RFID system. The enhanced RFID system was able to improve the accuracy of item identification, reduce noise interference, and streamline the overall checkout process. The potential of the system for noise detection and elimination was initially investigated through a simulation study using MATLAB and ILSL algorithm. Subsequently, it More >

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