|Behavior Analysis Method for Fishes in a Water Tank Using ImaProcessing Technologyge
Hwan-Seong Kim/Hak-Kyeong Kim/Nam Soo Jeong/Sang-Bong Kim
International Journal of Control, Automation, and Systems, vol. 1, no. 1, pp.111-118, 2003
Abstract : This paper proposes a two dimensional behavior analysis method for fish in a water tank based on the ARX method and the Kalman filter algorithm using image processing technology. In modeling the behavior of fish, the input is denoted as the environmental change and uses M-sequence. The output is expressed by the partnership between fish. The behavior model of individual fish is identified by the ARX method. It is then estimated by the Kalman filter algorithm. Finally, the fish behavior is analyzed by FFT. To prove the effectiveness of the proposed algorithm, it is applied to two tilapias in a water tank with dimensions of 100cm×100cm×50cm. The effectiveness of the proposed method is demonstrated through ARX identification, estimation of Kalman filter, and FFT analysis
Fish behavior, Kalman filter, image processing, ARX(autoregressive exogenous), M-sequence.