Table 1.
S. no. | Citation | Year | Focus area | Keywords | #K* | Period | #CI$ |
---|---|---|---|---|---|---|---|
1 | Wang et al. (2016a) | 2020 | Device-free HAR | HAR, gesture recognition, motion detection, Device-free, dense sensing, IoT, RFID, human object interaction | 7 | 2011–2017 | 212 |
2 | Wang et al. (2020) | 2020 | Sensor-based HAR | Mobile sensing, human-behaviour, human behaviour inference, cloud-edge computing, activity recognition, context awareness | 6 | 2007–2018 | 136 |
3 | Demrozi et al. (2019b) | 2020 | Sensor-based HAR | HAR, DL, ML, available datasets, accelerometer, sensors | 6 | 2015–2019 | 219 |
4 | Beddiar et al. (2020) | 2020 | Vision-based | HAR, behaviour understanding, Action representation, action detection, computer vision | 4 | 2010–2019 | 237 |
5 | Dhiman Chhavi (2019) | 2019 | Vision-based recognition | Two-dimension anomaly detection, three-dimensional anomaly detection, crowd anomaly, skeleton based fall detection, AAL | 5 | 2006–2018 | 226 |
6 | Lima et al. (2019) | 2019 | Sensor-based HAR | HAR, smartphones, feature extraction, inertial sensors | 4 | 2006–2017 | 149 |
7 | Lara and Labrador (2013) | 2018 | Sensor-based HAR | AAL, HAR, ADL, activity recognition system (ARS), dataset | 6 | 2003–2017 | 134 |
8 | Hx et al. (2017) | 2017 | Sensor-based HAR | DL, activity recognition, pervasive computing, pattern recognition | 4 | 2011–2017 | 80 |
9 | Ke et al. (2013) | 2013 | Video-based activity recognition | HAR, segmentation, feature representation, health monitoring, security surveillance, human computer interface | 5 | 2003– 2012 | 145 |
#K keywords, $#CI #citations, AAL ambient assistive living, ADL activity of daily living