Live pig behavior classification method based on BP neural network
A BP neural network and classification method technology, applied in the field of animal health monitoring in the livestock and poultry industry, can solve the problems of high equipment cost, low accuracy rate, failure to realize individual all-day behavior monitoring and statistics, etc.
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[0051] The implementation of the present invention will be described in detail below in conjunction with the drawings and examples.
[0052] The overall design of the present invention is as follows figure 1 As shown, it consists of four parts: data collection, data processing, data sending and receiving, model building and classification. Among them, the data acquisition end uses the micro inertial sensor MPU-6050 module with a sampling frequency of 10Hz to dynamically obtain the acceleration and angular velocity information generated by the pig movement in real time, and uses the magnetometer sensor HMC5833 to dynamically obtain the geomagnetic intensity information in real time. In the data processing part, the STC12C5A60S2 single-chip microcomputer fuses and filters the data and outputs the attitude angle information accurately, which provides an important reference for the classification of different behaviors of pigs. In the data sending and receiving part, the HC-05 Bl...
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