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. 2020 Jun 23;7:71. doi: 10.3389/frobt.2020.00071

Table 1.

The most frequently used keywords in the topic of fall detection.

Wearable sensor Visual sensor Ambient sensor Sensor fusion
Fall detection Fall detection Fall detection Fall detection
Falls Falls Falls Falls
Fall accident Fall accident Fall accident Fall accident
Machine learning Machine learning Machine learning Machine learning
Deep learning Deep learning Deep learning Deep learning
Reinforcement learning Reinforcement learning Reinforcement learning Reinforcement learning
Body area networks Multiple camera Ambient sensor Health monitoring
Wearable Visual Ambient Sensor fusion
Worn Vision-based Ambience Sensor network
Accelerometer Kinect RF-sensing Data fusion
Gyroscope Depth camera WiFi Multiple sensors
Biosensor Video surveillance Radar Camera arrays
Smart watch RGB camera Cellular Decision fusion
Gait Infrared camera Vibration Anomaly detection
Wearable based Health- monitoring Ambience-based IoT

They are manually classified into four categories.