- Volume 39 Issue 6
DOI QR Code
Posture and Space Recognition System Using Multimodal Sensors
다중모드 센서를 이용한 자세 및 공간인지 시스템
- Cha, Joo-Heon (School of Mechanical Systems Engineering, Kookmin Univ.) ;
- Kim, Si Chul (Dept. of Mechanics and Design, Graduate School of Kookmin Univ.)
- Received : 2015.02.22
- Accepted : 2015.04.14
- Published : 2015.06.01
This paper presents a multimodal sensor system that can determine the location of house space by analyzing the postures and heights of the residents. It consists of two sensors: a tilt sensor and an altimeter sensor. The tilt sensor measures the static and dynamic postures of the residents, and the altimeter sensor measures their heights. The sensor system includes a Bluetooth transmitter, and the server receives the measured data and determines the location in the house. We describe the process determining the locations of the residents after analyzing their postures and behaviors from the measured data. We also demonstrate the usefulness of the proposed system by applying it to a real environment.
Posture and Space Recognition;Behavior Pattern;Multi-Modal Sensor;Tilt Sensor;Altimeter Sensor
Supported by : 한국에너지기술평가원(KETEP)
- Kim, J.-S., Yang, J.-U. and Yang, S.-H., 2008, "A Study on the Location Awareness System Using TOA(Time of Arrival) of CSS (Chirp Spread Spectrum) Algorithm," The Journal of The Korea Institute of Intelligent Transport Systems, Vol. 7, No. 2, pp. 13-25.
- Ju, J.-H., Kim, H.-W. and Yang, S.-H., 2012. "The Design and Implementation of CSS based Location Aware System," KIICE, Vol. 16, No. 7, pp. 1549-1558.
- Kim, B.-K., Jung, H.-M., Bang, K.-S. and Ko, Y.-W., 2006. "The Design and Implementation of Mobile RFID System Using Inddor Location-Support System," The Journal of Korean Institute of Information Technology, Vol. 33, No. 2, pp. 812-917.
- Kim, B.-K., Jung, H.-M., Kim, J. and Ko, Y.-W., 2008. "Design and Implementation of Cricket-based Location Tracking System," The Journal of Korean Institute of Information Technology, Vol. 6, No. 2, pp. 44-52.
- Kim, B.-K., Park, W.-V., Kim, J., Song, C.-G. and Ko, Y.-W., 2011, "Indoor Positioning System Using Inertial Sensor and Cricket," The Journal of Korean Institute of Information Technology, Vol. 9, No. 5, pp. 17-24.
- Noury, N., Virone, G. and Creuzet, T., 2002, "The Health Integrated Smart Home Information System(HIS2) : Rules Based System For The Localization of a Human," Proc. 2nd Conf, IEEE-EMBS on Microtechnologies in Medicine and Biology, pp. 319-321.
- Cha, J.-H. and Lee, K.-H., 2012, "Development of Sensor System for Indoor Location-Based Service Implementation," Trans. Korean Soc. Mech. Eng. A, Vol. 36, No. 11, pp. 1433-1439. https://doi.org/10.3795/KSME-A.2012.36.11.1433
- Helal, S., Winkler, B., Lee, C., Kaddoura, Y., Giraldo, C., Kuchibhotla, S. and Mann, W., 2003, "Enabling Location-Aware Pervasive Computing Applications for the Elderly," Proc. of the First IEEE International Conference on Pervasive Computing and Communications (PerCom '03).
- Sogo, T., Ishiguro, H. and Trivedi, M. M., 2004, "Real-Time Human Tracking System with Multiple Omnidirectional Vision Sensors," System and Computer in Japan, Vol. 35, No. 2, pp. 2567-2577.
- Lee, H.-S., Ko, J.-C., Kim, M.-S. and Kim, M.-H., 2009, "Depth Information Recognition In 3D Space Using Stereo Vision," Korea Entertainment Industry Association, pp. 121-124.
- Lee, S.-W. and Yang, S.-Y., 2010, "A Wireless Sensor Network Systems to Identify User and Detect Location Transition for Smart Home," The Journal of KIIE, Vol. 37, No. 5, pp. 396-402.
- Cho, H.-J., Hwang, K.-I., Noh, D.-S. and Seo, D.-H., 2012. "Real Time Indoor Positioning System Using IEEE 802.15.4a and Sensors," The Journal of the Korean Society of Marine Engineering, Vol. 36, No. 6, pp. 850-856. https://doi.org/10.5916/jkosme.2012.36.6.850
- Lee, D.-G., Lee, K.-J., Whangbo, T.-K. and Lim, H.-K., 2006, "Human Behavior Analysis and Remote Emergency Detection System Using the Neural Network," The Journal of the Korea Contents Association, Vol. 6, No. 9, pp. 50-59.
- Cha, J.-H. and Jun, S., 2011. "System for Real-Time Analysis of Body Posture of Home Inhabitant by Using a Tilt Sensor," Trans. Korean Soc. Mech. Eng. A, Vol. 35, No. 2, pp. 135-141. https://doi.org/10.3795/KSME-A.2011.35.2.135
- Lee, H.-S., Park, S.-J. and Jung, J.-Y., 2012, "A Study on Developing a Smart Home Service Based on The Behavior Patterns of the Elderly," The Korean Society of Mechanical Engineers, pp. 159-168.
- Lee, S.-H. and Lee, H.-S., 2012, "Service Pattern Oriented Smart Livingroom Based on Elderly Behavior Pattern," The Journal of Korean Institute of Interior Design, pp. 49-52.
- Lee, H.-S., Jung, J.-Y. and Park, S.-J., 2013, "Smart Services of the Bathroom Reflecting the Behavior Patterns of the Elderly," The Journal of Korean Institute of Interior Design, Vol. 22, No. 1, pp. 256-264. https://doi.org/10.14774/JKIID.2013.22.1.256