Intelligent Fish Feeding Regime System using Vibration Analysis
AUTHORS
M. A. Adegboye,Department of Computer Engineering, Federal University Oye-Ekiti, Ekiti, Nigeria
A. M. Aibinu,Department of Mechatronic Engineering, Federal University of Technology, Minna
J. G. Kolo,Department Computer Engineering, Federal University of Technology, Minna
T. A. Folorunso,Department of Mechatronic Engineering, Federal University of Technology, Minna
I. Aliyu,Chonnam National University, 50 Daehak-ro, Yeosu, Jeollanam-do, 59626, Republic of Korea
Sun Ho Lee,Chonnam National University, 50 Daehak-ro, Yeosu, Jeollanam-do, 59626, Republic of Korea
ABSTRACT
Aquaculture represents an important food production system with high quality protein for human consumption. The contributions of aquaculture to the world’s total fish production cannot be over emphasized, however, however, feeding is the major challenges facing in aquaculture system. Thus, to address this, development of intelligent fish feeding regime system based on vibration analysis is proposed in this paper. This was accomplished with the use of a novel 8-directional Chain Code generator algorithm developed for the extraction of signals from accelerometer for the escape and feeding activities. For the escape activity, x- and z- coordinate were selected, while x- and y- coordinate were chosen for the feeding behavioural activity. The choice of coordinate selects is based on the fact that escape activity exists more between x- and z- coordinate, while feeding activity more exists between x- and y- coordinate. The set of sequence features obtained was further processed using Discrete Fourier Transform in analysing the movement boundary. The results obtained shows that developed classifier using Fourier Descriptors obtained from Chain Code is more sufficient for the recognition of different movement patterns than Fourier Descriptors obtained from movement boundary.
KEYWORDS
Accelerometer; Aquaculture; Chain Code; Feeding; Fish
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