Susanto, Ferry and Gillard, Thomas and Souza, Paulo de and Vincent, Benita and Budi, Setia and Almeida, Auro and Pessin, Gustavo and Arruda, Helder and Williams, Raymond N. and Engelke, Ulrich and Marendy, Peter and Hirsch, Pascal and He, Jing (2018) Addressing RFID Misreadings to Better Infer Bee Hive Activity. IEEE Access, 6.
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2. Addressing RFID Misreadings_Resize.pdf - Published Version Download (2039Kb) | Preview |
Abstract
This paper proposes a method to address misreadings and consequent inadequacy of Radio- Frequency Identification (RFID) data for social insect monitoring. Six months worth of field experiment data were collected to demonstrate the application of the method. The data is transformed into a linear combination of Gaussian model and curve-fitted using evolutionary algorithm. The results show that the proposed method allows us to improve the quality of data that infer honey bee behaviour at the colony level.
| Item Type: | Article |
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| Uncontrolled Keywords: | Apis mellifera, RFID, Optimisation, Genetic algorithm, Curve fitting, Data quality |
| Subjects: | T Technology > T Technology (General) |
| Depositing User: | Perpustakaan Maranatha |
| Date Deposited: | 12 Feb 2019 05:31 |
| Last Modified: | 15 Feb 2019 09:25 |
| URI: | http://repository.maranatha.edu/id/eprint/25475 |
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