Development of localization algorithms for a WiFi based indoor positioning system with machine learning techniques

• Main Author: Lu, Xiaoxuan
• Other Authors: Xie Lihua
• Format: Theses and Dissertations
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Wireless communication systems
• Online Access: https://hdl.handle.net/10356/64552
• Institution: Nanyang Technological University

In recent years, the prevalence of mobile devices and the popularity of social networks have spurred extensive demands on Location Based Services (LBSs). Whereas GPS has been extensively adopted in outdoor positioning, it can't provide accurate enough indoor positions due to non-line-of-sight (...