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.