20.500.12556/RUL-130393 Inertial sensor-based gait recognition a review With the recent development of microelectromechanical systems (MEMS), inertial sensors have become widely used in the research of wearable gait analysis due to several factors, such as being easy-to-use and low-cost. Considering the fact that each individual has a unique way of walking, inertial sensors can be applied to the problem of gait recognition where assessed gait can be interpreted as a biometric trait. Thus, inertial sensor-based gait recognition has a great potential to play an important role in many security-related applications. Since inertial sensors are included in smart devices that are nowadays present at every step, inertial sensor-based gait recognition has become very attractive and emerging field of research that has provided many interesting discoveries recently. This paper provides a thorough and systematic review of current state-of-the-art in this field of research. Review procedure has revealed that the latest advanced inertial sensor-based gait recognition approaches are able to sufficiently recognise the users when relying on inertial data obtained during gait by single commercially available smart device in controlled circumstances, including fixed placement and small variations in gait. Furthermore, these approaches have also revealed considerable breakthrough by realistic use in uncontrolled circumstances, showing great potential for their further development and wide applicability. inertial sensors inertial data gait analysis gait recognition gait identification gait authentication biometry gait patterns review inercijski senzorji inercijski podatki analiza hoje razpoznavanje hoje identifikacija na podlagi hoje avtentikacija na podlagi hoje biometrija vzorci hoje pregled true false true Angleški jezik Slovenski jezik Članek v reviji 2021-09-14 13:39:43 2021-09-14 13:39:43 2022-09-09 04:16:14 0000-00-00 00:00:00 2015 0 0 Str. 22089-22127 iss. 9 Vol. 15 2015 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.93\'1:681.5 1424-8220 10.3390/s150922089 1536429763 RAZ_Sprager_Sebastijan_2015.pdf RAZ_Sprager_Sebastijan_2015.pdf 1 04305B4442A118874E54356E079BE756 8756bbf51a9f1a984ba043113f7c7ef1400673683ced2283673e76408f889ca4 78775968-1550-11ec-a523-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=147501 http://www.mdpi.com/1424-8220/15/9/22089 1 335e1faa-1550-11ec-a523-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=147499 Fakulteta za računalništvo in informatiko 0 0 0