Dog's Behaviour Classification Based on Wearable Sensor Accelerometer Data

Sensor-based behavioral detection and classification can improve dog health and welfare. Since continuous monitoring is required, an energy-efficient solution is needed. The number of logging axes, sampling rate, and selected features of accelerometer data not only have a significant impact on classification accuracy in activity recognition but also on the sensor's energy needs. Three models are d...