Publication | Closed Access
Travi-Navi: Self-Deployable Indoor Navigation System
93
Citations
42
References
2017
Year
Location TrackingEngineeringHuman Pose EstimationField RoboticsWearable TechnologyLocalizationLocation AwarenessShortcut IdentificationSystems EngineeringPositioningRobot LearningAutomatic NavigationMachine VisionComputer ScienceMobile ComputingPower ConsumptionAutonomous NavigationComputer VisionSatellite Navigation SystemsMobile SensingOdometryEye TrackingTracking SystemRobust Tracking
We present Travi-Navi-a vision-guided navigation system that enables a self-motivated user to easily bootstrap and deploy indoor navigation services, without comprehensive indoor localization systems or even the availability of floor maps. Travi-Navi records high-quality images during the course of a guider's walk on the navigation paths, collects a rich set of sensor readings, and packs them into a navigation trace. The followers track the navigation trace, get prompt visual instructions and image tips, and receive alerts when they deviate from the correct paths. Travi-Navi also finds shortcuts whenever possible. In this paper, we describe the key techniques to solve several practical challenges, including robust tracking, shortcut identification, and high-quality image capture while walking. We implement Travi-Navi and conduct extensive experiments. The evaluation results show that Travi-Navi can track and navigate users with timely instructions, typically within a four-step offset, and detect deviation events within nine steps. We also characterize the power consumption of Travi-Navi on various mobile phones.
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