Efficient Filtering Method for RFID Data Streams
نویسندگان
چکیده
منابع مشابه
Efficiently Filtering RFID Data Streams
RFID holds the promise of real-time identifying, locating, tracking and monitoring physical objects without line of sight, and can be used for a wide range of pervasive computing applications. To achieve these goals, RFID data has to be collected, filtered, and transformed into semantic application data. RFID data, however, contains false readings and duplicates. Such data cannot be used direct...
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For the past decade, Radio-Frequency Identification (RFID) technology has gained a significant momentum. It has promised to improve the efficiency of supply chain and library management by providing the automatic identification and data capture. It is expected that RFID will replace a barcode system in the near future. However, a large volume of data, resulting from the fast capturing RFID read...
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Class distributions of data streams in real application are usually unbalanced, they are hence called Skewed Data Streams (abbreviated as SDS). However, in the classification of SDS, it is a challenge for traditional methods because of the difficulty in the recognition of minority classes. Therefore, many approaches have been proposed to improve the recognition rate of minority classes, while t...
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Radio frequency identification (RFID) systems are emerging as the primary object identification mechanism, especially in supply chain management. However, RFID naturally generates a large amount of duplicate readings. Removing these duplicates from the RFID data stream is paramount as it does not contribute new information to the system and wastes system resources. Existing approaches to deal w...
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Radio frequency identification (RFID) technology has been toward a mature stage. Many industries build the RFID technology into the production process. The RFID technologies can support the firms in the supply chains to share information and increase the achieved transparency of process control and complete traceability records. At present, more RFID applications have been extended to life by t...
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ژورنال
عنوان ژورنال: The Journal of the Korea Contents Association
سال: 2007
ISSN: 1598-4877
DOI: 10.5392/jkca.2007.7.10.027