RFID data reliability optimiser based on two dimensions bloom filter
Radio frequency identification (RFID) is a flexible deployment technology that has been adopted in many applications especially in supply chain management. RFID system used radio waves to perform wireless interaction to detect and read data from the tagged object. However, RFID data streams contain...
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| Format: | Article |
| Language: | English |
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Faculty of Electronic and Computer Engineering (FKEKK), Universiti Teknikal Malaysia Melaka (UTeM)
2017
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| Online Access: | http://eprints.uthm.edu.my/5273/1/AJ%202017%20%28362%29%20RFID%20data%20reliability%20optimiser%20based.pdf |
| _version_ | 1796869172979826688 |
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| author | Yaacob, Siti Salwani Mahdin, Hairulnizam Kasim, Shahreen |
| author_facet | Yaacob, Siti Salwani Mahdin, Hairulnizam Kasim, Shahreen |
| author_sort | Yaacob, Siti Salwani |
| collection | UTHM |
| description | Radio frequency identification (RFID) is a flexible deployment technology that has been adopted in many applications especially in supply chain management. RFID system used radio waves to perform wireless interaction to detect and read data from the tagged object. However, RFID data streams contain a lot of false positive and duplicate readings. Both types of readings need to be removes to ensure reliability of information produced from the data streams. In this paper, a single approach, which based on Bloom filter was proposed to remove both dirty data from the RFID data streams. The noise and duplicate data filtering algorithm was constructed based on bloom filter. There are two bloom filters in one algorithm where each filter holds function either to remove noise data and to recognize data as correct reading from duplicate data reading. Experimental results show that our proposed approach outperformed other existing approaches in terms of data reliability. |
| first_indexed | 2024-03-05T21:50:52Z |
| format | Article |
| id | uthm.eprints-5273 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English |
| last_indexed | 2024-03-05T21:50:52Z |
| publishDate | 2017 |
| publisher | Faculty of Electronic and Computer Engineering (FKEKK), Universiti Teknikal Malaysia Melaka (UTeM) |
| record_format | dspace |
| spelling | uthm.eprints-52732022-01-06T08:28:04Z http://eprints.uthm.edu.my/5273/ RFID data reliability optimiser based on two dimensions bloom filter Yaacob, Siti Salwani Mahdin, Hairulnizam Kasim, Shahreen TK Electrical engineering. Electronics Nuclear engineering TK7800-8360 Electronics Radio frequency identification (RFID) is a flexible deployment technology that has been adopted in many applications especially in supply chain management. RFID system used radio waves to perform wireless interaction to detect and read data from the tagged object. However, RFID data streams contain a lot of false positive and duplicate readings. Both types of readings need to be removes to ensure reliability of information produced from the data streams. In this paper, a single approach, which based on Bloom filter was proposed to remove both dirty data from the RFID data streams. The noise and duplicate data filtering algorithm was constructed based on bloom filter. There are two bloom filters in one algorithm where each filter holds function either to remove noise data and to recognize data as correct reading from duplicate data reading. Experimental results show that our proposed approach outperformed other existing approaches in terms of data reliability. Faculty of Electronic and Computer Engineering (FKEKK), Universiti Teknikal Malaysia Melaka (UTeM) 2017 Article PeerReviewed text en http://eprints.uthm.edu.my/5273/1/AJ%202017%20%28362%29%20RFID%20data%20reliability%20optimiser%20based.pdf Yaacob, Siti Salwani and Mahdin, Hairulnizam and Kasim, Shahreen (2017) RFID data reliability optimiser based on two dimensions bloom filter. Journal of Telecommunication, Electronic and Computer Engineering, 9 (2-2). pp. 55-60. ISSN 2289-8131 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering TK7800-8360 Electronics Yaacob, Siti Salwani Mahdin, Hairulnizam Kasim, Shahreen RFID data reliability optimiser based on two dimensions bloom filter |
| title | RFID data reliability optimiser based on two dimensions bloom filter |
| title_full | RFID data reliability optimiser based on two dimensions bloom filter |
| title_fullStr | RFID data reliability optimiser based on two dimensions bloom filter |
| title_full_unstemmed | RFID data reliability optimiser based on two dimensions bloom filter |
| title_short | RFID data reliability optimiser based on two dimensions bloom filter |
| title_sort | rfid data reliability optimiser based on two dimensions bloom filter |
| topic | TK Electrical engineering. Electronics Nuclear engineering TK7800-8360 Electronics |
| url | http://eprints.uthm.edu.my/5273/1/AJ%202017%20%28362%29%20RFID%20data%20reliability%20optimiser%20based.pdf |
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