A novel sensor-assisted RFID-based indoor tracking system for the elderly living alone

Sensors

Volumn 11, Issue 11, 2011, Pages 10094-10113

  Hsu, Chien Chang ^a   Chen, Jun Hao ^a  

^a FU JEN CATHOLIC UNIVERSITY   (Taiwan)

Author keywords

Elderly living alone; Genetic algorithm; Indoor tracking; RFID; Three axis accelerometer

Indexed keywords

AGED; ALGORITHM; AMBULATORY MONITORING; ARTICLE; COMPUTER SIMULATION; FAMILY SIZE; FEMALE; GAIT; HUMAN; INDEPENDENT LIVING; INSTRUMENTATION; MALE; METHODOLOGY; RADIOFREQUENCY IDENTIFICATION; REMOTE SENSING; SIGNAL PROCESSING; WALKING;

AGED; AGED, 80 AND OVER; ALGORITHMS; COMPUTER SIMULATION; FEMALE; GAIT; HUMANS; INDEPENDENT LIVING; MALE; MONITORING, AMBULATORY; RADIO FREQUENCY IDENTIFICATION DEVICE; REMOTE SENSING TECHNOLOGY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SINGLE PERSON; WALKING;

EID: 82055194367     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s111110094     Document Type: Article

References (38)

1. Hong, Y.J.; Kim, I.J.; Ahn, S.C.; Kim, H.G. Activity Recognition Using Wearable Sensors for Elder Care. In Proceedings of the 2nd International Conference on Future Generation Communication and Networking, Sanya, Hainan, China, 13-15 December 2008; pp. 302-305.
2. Hu, F.; Xiao, Y.; Hao, Q. Congestion-aware, loss-resilient bio-monitoring sensor networking for mobile health applications. IEEE J. Sel. Areas Commun. 2009, 27, 450-465.
3. Huang, C.Y.; Su, J.L. A Middleware of DICOM and Web Service for Home-Based Elder Healthcare Information System. In Proceedings of the 6th International Special Topic Conference on Information Technology Applications in Biomedicine, Tokyo, Japan, 8-11 November 2007; pp. 182-185.
4. Jimison, H.; Jessey, N.; McKanna, J.; Zitzelberger, T.; Kaye, J. Monitoring Computer Interactions to Detect Early Cognitive Impairment in Elders. In Proceedings of the 1st Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare, Arlington, VA, USA, 2-4 April 2006; pp. 75-78.
5. Kelly, D.; McLoone, S.; Dishongh, T.; McGrath, M.; Behan, J. Single Access Point Location Tracking for In-Home Health Monitoring. In Proceedings of the 5th Workshop on Positioning, Navigation and Communication, Hannover, Germany, 27 March 2008; pp. 23-29.
6. Le, X.H.B.; Mascolo, M.D.; Gouin, A.; Noury, N. Health Smart Home-Towards an Assistant Tool for Automatic Assessment of the Dependence of Elders. In Proceedings of the 29th IEEE Annual International Conference on Engineering in Medicine and Biology Society, Lyon, France, 23-26 August 2007; pp. 3806-3809.
7. Lee, S.W.; Kim, Y.J.; Lee, G.S.; Cho, B.O.; Lee, N.H. A Remote Behavioral Monitoring System for Elders Living Alone. In Proceedings of the International Conference on Control, Automation and Systems (ICCAS'07), Seoul, Korea, 17-20 October 2007; pp. 2725-2730.
8. Marco, A.; Casas, R.; Falco, J.; Gracia, H.; Artigas, J.I.; Roy, A. Location-based services for elderly and disabled people. Comput. Commun. 2009, 31, 1055-1066.
9. Mukhopadhyay, S.C.; Gupta, G.S. Sensors and Robotic Environment for Care of the Elderly. In Proceedings of the International Workshop on Robotic and Sensors Environments (ROSE'07), Ottawa, ON, Canada, 12-13 October 2007; pp. 1-6.
10. Taleb, T.; Bottazzi, D.; Guizani, M.; Nait-Charif, H. Angelah: A framework for assisting elders at home. IEEE J. Sel. Areas Commun. 2009, 27, 480-494.
11. Alwan, M.; Rajendran, P.J.; Kell, S.; Mack, D.; Dalal, S.; Wolfe, M.; Felder, R. A Smart and Passive Floor-Vibration Based Fall Detector for Elderly. In Proceedings of the IEEE International Conference on Information & Communication Technologies (ICTTA'06), Damascus, Syria, 24-28 April 2006; pp. 1003-1007.
12. Aparicio, S.; Perez, J.; Bernardos, A.M.; Casar, J.R. A Fusion Method Based on Bluetooth and WLAN Technologies for Indoor Location. In Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, Seoul, Korea, 20-22 August 2008; pp. 487-491.
13. Ayase, R.; Higashi, T.; Takayama, S.; Sagawa, S.; Ashida, N. A Method for Supporting At-Home Fitness Exercise Guidance and At-Home Nursing Care for the Elders, Video-Based Simple Measurement System. In Proceedings of the 10th International Conference on E-Health Networking, Applications and Services, Singapore, 7-9 July 2008; pp. 182-186.
14. Doukas, C.; Maglogiannis, I. Advanced Patient or Elder Fall Detection Based on Movement and Sound Data. In Proceedings of the 2nd International Conference on Pervasive Computing Technologies for Healthcare, Tampere, Finland, 30 January-1 Feburary 2008; pp. 103-107.
15. Shieh, W.Y.; Huang, J.C. Speedup the Multi-Camera Video-Surveillance System for Elder Falling Detection. In Proceedings of the International Conference on Embedded Software and Systems (ICESS'09), Hangzhou, Zhejiang, China, 25-27 May 2009; pp. 350-355.
16. Wang, C.C.; Chiang, C.Y.; Lin, P.Y.; Chou, Y.C.; Kuo, I.T.; Huang, C.N.; Chan, C.T. Development of a Fall Detecting System for the Elderly Residents. In Proceedings of the 2nd International Conference on Bioinformatics and Biomedical Engineering (ICBBE'08), Shanghai, China, 16-18 May 2008; pp. 1359-1362.
17. Zhou, Z.; Chen, X.; Chung, Y.C.; He, Z.; Han, T.X.; Keller, J.M. Activity analysis, summarization, and visualization for indoor human activity monitoring. IEEE Trans. Circ. Syst. Video Tech. 2008, 18, 1489-1498.
18. Nasution, A.H.; Emmanuel, S. Intelligent Video Surveillance for Monitoring Elderly in Home Environments. In Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing (MMSP'07), Crete, Greece, 1-3 October 2007; pp. 203-206.
19. Liau, W.H.; Wu, C.L.; Fu, L.C. Inhabitants tracking system in a cluttered home environment via floor load sensors. IEEE Trans. Autom. Sci. Eng. 2008, 5, 10-20.
20. Manley, E.D.; Nahas, H.A.; Deogun, J.S. Localization and Tracking in Sensor Systems. In Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing, Taichung, Taiwan, 5-7 June 2006; pp. 237-242.
21. Rahman, M.Z.; Kleeman, L. Paired measurement localization: A robust approach for wireless localization. IEEE Trans. Mob. Comput. 2009, 8, 1087-1102.
22. Yim, J. Introducing a decision tree-based indoor positioning technique. Expert Syst. Appl. 2008, 34, 1296-1302.
23. Yim, J.; Jeong, S.; Gwon, K.; Joo, J. Improving of kalman filters for WLAN based indoor tracking. Expert Syst. Appl. 2010, 37, 426-433.
24. Yu, C.R.; Wu, C.L.; Lu, C.H.; Fu, L.C. Human Localization via Multi-Cameras and Floor Sensors in Smart Home. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Taipei, Taiwan, 8-11 October 2006; pp. 3822-3827.
25. Papapostolou, A.; Chaouchi, H. RFID-assisted indoor localization and the impact of interference on its performance. J. Netw. Comput. Appl. 2011, 34, 902-913.
26. Tesoriero, R.; Tebar, R.; Gallud, J.A.; Lozano, M.D.; Penichet, V.M.R. Improving location awareness in indoor spaces using RFID technology. Expert Syst. Appl. 2010, 37, 894-898.
27. Shiraishi, T.; Komuro, N.; Ueda, H.; Kasai, H.; Tsuboi, T. Indoor Location Estimation Technique Using UHF Band RFID. In Proceedings of the International Conference on Information Networking, Busan, Koera, 23-25 January 2008; pp. 1-5.
28. Alippi, C.; Cogliati, D.; Vanini, G. A Statistical Approach to Localize Passive RFIDs. In Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS'06), Kos, Greece, 12-14 May 2006; pp. 1-4.
29. Jiang, W.; Yu, D.; Ma, Y. A Tracking Algorithm in RFID Reader Network. In Proceedings of the Japan-China Joint Workshop on Frontier of Computer Science and Technology (FCST'06), Fukushima, Japan, 17-18 November 2006; pp. 164-171.
30. Zah, C.H.; Fezer, S.F. Embedded Sensor Scout Flooring System by Interface Flor. In Proceedings of the IEEE International Conference on Technologies for Practical Robot Applications (TePRA'08), Woburn, MA, USA, 10-11 November 2008; pp. 106-110.
31. Ni, L.M.; Liu, Y.; Lau, Y.C.; Patil, A.P. LANDMARC: Indoor location sensing using active RFID. Wirel. Netw. 2004, 10, 701-710.
32. Jin, G.Y.; Lu, X.Y.; Park, M.S. An Indoor Localization Mechanism Using Active RFID Tag. In Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC'06), Taichung, Taiwan, 5-7 June 2006; pp. 40-43.
33. Zhao, Y.; Liu, Y.; Ni, L.M. VIRE: Active RFID-based Localization Using Virtual Reference Elimination. In Proceedings of the International Conference on Parallel Processing (ICPP'07), Xi'an, China, 10-14 September 2007; pp. 56.
34. Bekkali, A.; Sanson, H.; Matsumoto, M. RFID Indoor Positioning Based on Probabilistic RFID Map and Kalman Filtering. In Proceedings of the IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob'07), White Plains, NY, USA, 8-10 October 2007; pp. 21-27.
35. Shih, S.T.; Hsieh, K.; Chen, P.Y. An Improvement Approach of Indoor Location Sensing Using Active RFID. In Proceedings of the 1st International Conference on Innovative Computing, Information and Control (ICICIC'06), Beijing, China, 30 August-1 September 2006; pp. 453-456.
36. Yeh, S.Y.; Chang, K.H.; Wu, C.I.; Chu, H.H.; Hsu, J.Y.J. GETA sandals: A footstep location tracking system. Pers. Ubiq. Comput. J. 2007, 11, 451-463.
37. Hsu, C.C.; Yuan, P.C. The design and implementation of an intelligent deployment system for RFID readers. Expert Syst. Appl. 2011, 38, 10506-10517.
38. Huang, H.P.; Chang, Y.T. Optimal layout and deployment for RFID systems. Adv. Eng. Informat. 2011, 25, 4-10.