A specially designed waist-worn device with accelerometer, gyroscope, and pressure sensor was utilized to collect information about 18 ADLs and 16 fall types. The falls protocol has been performed in our lab to replicate realistic situations that typically affect workers and older people. In contrast to other datasets that are accessible to the public, we included a new task in the falls, syncope, since it has a high mortality rate among the elderly and is linked to falls. As such, we must take it into account and include it in our fall detection system.

Dataset Files

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[1] Lorenzo Palma, Sara Campanella, Alaa Alnasef, Alberto Belli, Paola Pierleoni, Laura Falaschetti, "FallsDatasetUNIVPM", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/3132-v351. Accessed: Apr. 15, 2024.
@data{3132-v351-24,
doi = {10.21227/3132-v351},
url = {http://dx.doi.org/10.21227/3132-v351},
author = {Lorenzo Palma; Sara Campanella; Alaa Alnasef; Alberto Belli; Paola Pierleoni; Laura Falaschetti },
publisher = {IEEE Dataport},
title = {FallsDatasetUNIVPM},
year = {2024} }
TY - DATA
T1 - FallsDatasetUNIVPM
AU - Lorenzo Palma; Sara Campanella; Alaa Alnasef; Alberto Belli; Paola Pierleoni; Laura Falaschetti
PY - 2024
PB - IEEE Dataport
UR - 10.21227/3132-v351
ER -
Lorenzo Palma, Sara Campanella, Alaa Alnasef, Alberto Belli, Paola Pierleoni, Laura Falaschetti. (2024). FallsDatasetUNIVPM. IEEE Dataport. http://dx.doi.org/10.21227/3132-v351
Lorenzo Palma, Sara Campanella, Alaa Alnasef, Alberto Belli, Paola Pierleoni, Laura Falaschetti, 2024. FallsDatasetUNIVPM. Available at: http://dx.doi.org/10.21227/3132-v351.
Lorenzo Palma, Sara Campanella, Alaa Alnasef, Alberto Belli, Paola Pierleoni, Laura Falaschetti. (2024). "FallsDatasetUNIVPM." Web.
1. Lorenzo Palma, Sara Campanella, Alaa Alnasef, Alberto Belli, Paola Pierleoni, Laura Falaschetti. FallsDatasetUNIVPM [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/3132-v351
Lorenzo Palma, Sara Campanella, Alaa Alnasef, Alberto Belli, Paola Pierleoni, Laura Falaschetti. "FallsDatasetUNIVPM." doi: 10.21227/3132-v351