Toward Audio Beehive Monitoring Based on IoT-AI techniques: A Survey and Perspective

Nguyen Huu Du 1 , Nguyen Doan Dong 2 , Vu Thi Luu 3 , Nguyen Van Hoang 3 , Pham Hong Thai 4 , Phan Thanh Ngoc 4 , Nguyen Viet Long 5 and Phan Thi Thu Hong 3

1Department of Mathematics, Faculty of Information Technology, Vietnam National University of Agriculture, Hanoi 131000, Vietnam
2Department of Software Engineering, Faculty of Information Technology, Vietnam National University of Agriculture, Hanoi 131000, Vietnam
3Department of Computer Science, Faculty of Information Technology, Vietnam National University of Agriculture, Hanoi 131000, Vietnam
4Research Center for Tropical Bees and Beekeeping, Vietnam National University of Agriculture, Hanoi 131000, Vietnam
5Center for Agricultural Innovation, Vietnam National University of Agriculture, Hanoi 131000, Vietnam
Received: May 14, 2020 /
Revised: Jul 13, 2021 /
Published: Sep 29, 2020

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Abstract

In beekeeping, monitoring beehives plays an important role to make sure the health of bee colonies and to reduce negative effects that could happen for the colonies. A large number of studies have been carried out to improve the performance of monitoring beehives from the traditional manual methods. Especially, the application of Artificial Intelligence (AI) technologies in recent time has led to significant effects in the monitoring process. These new methods, however, have not yet been interested and applied in Vietnam. To understand the use of the AI-based technologies in automatic monitoring beehives, this paper provides a survey on the beehive monitoring system based on audio data and AI techniques. Opportunities and perspectives for the applications of these techniques in audio-based monitoring beehive in Vietnam are also discussed.

Keywords: Artificial intelligence, IoT, Beehive monitoring, Beehive sound recognition, bioacoustics

Article Details

How to Cite
Huu Du, N., Doan Dong, N., Thi Luu, V., Van Hoang, N., Hong Thai, P., Thanh Ngoc, P., Viet Long, N., & Thi Thu Hong, P. (2020). Toward Audio Beehive Monitoring Based on IoT-AI techniques: A Survey and Perspective. Vietnam Journal of Agricultural Sciences, 3(1), 530-540. https://doi.org/10.31817/vjas.2020.3.1.06