Field Deployable Real-Time Indoor Spatial Tracking System for Human Behavior Observations
| Autor: | Damith C. Ranasinghe, Leon Chea, Michael Chesser |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
Exploit
Computer science business.industry 010401 analytical chemistry Real-time computing 020206 networking & telecommunications Tracking system 02 engineering and technology Tracking (particle physics) Human behavior 01 natural sciences 0104 chemical sciences Visualization Software deployment 0202 electrical engineering electronic engineering information engineering Cognitive decline Particle filter business |
| Zdroj: | SenSys |
| DOI: | 10.1145/3274783.3275187 |
| Popis: | There remains an increasing interest in accurate indoor tracking; one such example is the study of human behaviors, especially to understand cognitive decline in older people. However, a solution that is capable of accurate tracking, easy to field deploy and freely available to the research community remains. Further, research studies often focus on localization or high accuracy as opposed to developing a field deployable solution. We demonstrate bTracked, a field deployable tracking system for mobile BLE device bearers using BLE beacon signals. In particular, we exploit, not only range estimations but also pose of the BLE device bearer for tracking. Together with a particle filter and the concept of generic sensor models for generalized indoor environments, we present an online and real-time tracking application of persons. We present a web-based Application for deployment and visualization of spatial tracking information across multiple remote deployment sites. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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