Probabilistic map matching of sparse and noisy smartphone location data

• المؤلفون الرئيسيون: Jagadeesh, George Rosario, Srikanthan, Thambipillai
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering; Hidden Markov Models; Runtime
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/145769
• المؤسسة: Nanyang Technological University

There is an immense amount of location data being collected today from smartphone users by various service providers. Due to bandwidth and battery-life considerations, smartphone locations are generally sampled at sparse intervals using energy-efficient, but inaccurate, alternatives to the power-hun...