Addressing RFID Misreadings to Better Infer Bee Hive Activity

作者：Susanto, Ferry; Gillard, Thomas; De Souza, Paulo, Jr.; Vincent, Benita; Budi, Setia; Almeida, Auro; Pessin, Gustavo; Arruda, Helder; Williams, Raymond N.; Engelke, Ulrich; Marendy, Peter; Hirsch, Pascal; He, Jing^*

来源：IEEE Access, 2018, 6: 31935-31949.

DOI：10.1109/ACCESS.2018.2844181

• Apis mellifera
• RFID
• optimization
• genetic algorithm
• curve fitting
• data quality

This paper proposes a method to address misreadings and consequent inadequacy of radio-frequency identification data for social insect monitoring. Six-month worth field experiment data were collected to demonstrate the application of the method. The data are transformed into a linear combination of the Gaussian model and curve-fitted using an evolutionary algorithm. This results show that the proposed method allows us to improve the quality of data that infer honey bee behavior at the colony level.

• 出版日期2018
• 单位南京财经大学; CSIRO