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. 2022 Jan 18;55(6):4755–4808. doi: 10.1007/s10462-021-10116-x

Table 1.

Nine review articles published between 2013 and 2020

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