A hybrid model based on constraint OSELM, adaptive weighted SRC and KNN for large-scale indoor localization

• Main Authors: Gan, H., Khir, M.H.B.M., Witjaksono Bin Djaswadi, G., Ramli, N.
• Format: Article
• Published: 2019
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060738893&doi=10.1109%2fACCESS.2018.2890111&partnerID=40&md5=f1bebdb36dcb0dbe5ebfe550dda56984; http://eprints.utp.edu.my/22237/

In this paper, a novel hybrid model based on the constraint online sequential extreme learning machine (COSELM) classifier with adaptive weighted sparse representation classification (WSRC) and k nearest neighbor (KNN) is proposed for the WiFi-based indoor positioning system. It is referred to as A...