Improving inertial navigation systems with pedestrian locomotion classifiers

• المؤلفون الرئيسيون: Ngo, Courtney Anne M., See, Solomon L., Legaspi, Roberto S.
• التنسيق: text
• منشور في: Animo Repository 2015
• الموضوعات: Inertial navigation systems; Machine learning; Motion detectors; Computer Sciences; Software Engineering
• الوصول للمادة أونلاين: https://animorepository.dlsu.edu.ph/faculty_research/3512; https://animorepository.dlsu.edu.ph/context/faculty_research/article/4514/type/native/viewcontent/0005242802020208.html

Researches on inertial navigation systems (INS) have formulated complex step detection algorithms and stride length estimations. But for current systems to work, INSs have to correctly identify negative pedestrian locomotion. Negative pedestrian locomotion are movements that a user can naturally mak...