کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6867094 1439836 2018 19 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Robot-assisted smartphone localization for human indoor tracking
ترجمه فارسی عنوان
محلی سازی گوشی های هوشمند با ربات برای ردیابی در محیط داخلی انسان
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
Smartphone-based human indoor localization was previously implemented using wireless sensor networks at the cost of sensing infrastructure deployment. Motivated by increasing research attention on location-aware human-robot interaction, we propose a robot-assisted human indoor localization scheme utilizing acoustic ranging between a self-localized mobile robot and smartphones. Data from the low-cost Kinect vision sensor are fused with smartphone-based acoustic ranging, and an extended Kalman filter based localization algorithm is developed for real-time dynamic position estimation and tracking. Real robot-smartphone experiments are performed, and performances are evaluated in various indoor environments under different environmental noises and with different human walking speed. Comparing to existing indoor smartphone localization methods, the proposed system does not rely on wireless sensing infrastructure, and has comparable localization accuracy with increased flexibility and scalability due to the mobility of the robot.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Robotics and Autonomous Systems - Volume 106, August 2018, Pages 82-94
نویسندگان
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