Detecting mobility for monitoring patients with Parkinson's disease at home using RSSI in a Wireless Sensor Network

被引:13
|
作者
Chakraborty, Suryadip [1 ]
Ghosh, Saibal K. [1 ]
Jamthe, Anagha [1 ]
Agrawal, Dharma P. [1 ]
机构
[1] Univ Cincinnati, Cincinnati, OH 45221 USA
关键词
Activity Monitoring; Freezing of Gait (FoG); Parkinson's disease; Received Signal Strength Indicator (RSSI); Wireless Body Area Sensor Network (WBASN); Unicast;
D O I
10.1016/j.procs.2013.06.132
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
e-Healthcare is a popular healthcare application of Wireless Body Area Sensor Network (WBASN). Today home monitoring of patients with movement disorders, monitoring of elderly for early fall detection are very popular applications. Our research focuses on one such important application of continuous, non-invasive, and wireless monitoring of the patients with Parkinson's disease, for preventing potential falls and injuries and recording the number of occurrences of Freezing of Gait (FoG) over single or multiple days. We propose a home based monitoring system which involves embedding of wireless sensors in the patient's vicinity, such as in his room. Analyzing the values of RSSI which is the measure of received signal strength, from these sensor nodes we implement a robust patient's activity monitoring system for early fall determination. Multiple occurrences of FoG can also be monitored with our system, which is not possible to record at the doctor's clinic due to its relation with the degree of consciousness when a person is at the hospital. We also plan to derive different mobility patterns for a person during his/her day's activity and train the system accordingly. (C) 2013 The Authors. Published by Elsevier B.V.
引用
收藏
页码:956 / 961
页数:6
相关论文
共 50 条
  • [31] Cueing training in the home improves mobility in Parkinson's disease
    Keus, Samyra H. J.
    AUSTRALIAN JOURNAL OF PHYSIOTHERAPY, 2007, 53 (04): : 285 - 285
  • [32] Energy Efficient Smart Home Monitoring System in Wireless Sensor Network
    Agarkhed, Jayashree
    Ankalgi, Raviraj
    PROCEEDINGS OF IEEE INTERNATIONAL CONFERENCE ON CIRCUIT, POWER AND COMPUTING TECHNOLOGIES (ICCPCT 2016), 2016,
  • [33] A System for Ubiquitous Fall Monitoring at Home via a Wireless Sensor Network
    Fernandez-Luque, Francisco J.
    Zapata, Juan
    Ruiz, Ramon
    2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2010, : 2246 - 2249
  • [34] Monitoring of physiological parameters from multiple patients using wireless sensor network
    Yuce, Mehmet R.
    Ng, Peng Choong
    Khan, Jamil Y.
    JOURNAL OF MEDICAL SYSTEMS, 2008, 32 (05) : 433 - 441
  • [35] Monitoring of Physiological Parameters from Multiple Patients Using Wireless Sensor Network
    Mehmet R. Yuce
    Peng Choong Ng
    Jamil Y. Khan
    Journal of Medical Systems, 2008, 32 : 433 - 441
  • [36] RSSI Based Localization and Tracking in a Spatial Network System using Wireless Sensor Networks
    Balakrishnan, Amutha
    Ramana, Kadiyala
    Nanmaran, Karthick
    Ramachandran, Manikandan
    Bhaskar, Vidhyacharan
    Kallam, Suresh
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 123 (01) : 879 - 915
  • [37] The implementation of indoor localization based on an experimental study of RSSI using a wireless sensor network
    El Amine, Cheriet Mohammed
    Mohamed, Ouslim
    Boualam, Belaidi
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2016, 9 (04) : 795 - 808
  • [38] The implementation of indoor localization based on an experimental study of RSSI using a wireless sensor network
    Cheriet Mohammed El Amine
    Ouslim Mohamed
    Belaidi Boualam
    Peer-to-Peer Networking and Applications, 2016, 9 : 795 - 808
  • [39] A Survey of Localization using RSSI and TDoA Techniques in Wireless Sensor Network: System Architecture
    Azmi, Nur Aisyah
    Samsul, Shafiqa
    Yamada, Yoshihide
    Yakub, Mohd Fitri Mohd
    Ismail, Mohd Ismifaizul Mohd
    Dziyauddin, Rudzidatul Akmam
    2018 2ND INTERNATIONAL CONFERENCE ON TELEMATICS AND FUTURE GENERATION NETWORKS (TAFGEN), 2018, : 131 - 136
  • [40] RSSI Based Localization and Tracking in a Spatial Network System using Wireless Sensor Networks
    Amutha Balakrishnan
    Kadiyala Ramana
    Karthick Nanmaran
    Manikandan Ramachandran
    Vidhyacharan Bhaskar
    Suresh Kallam
    Wireless Personal Communications, 2022, 123 : 879 - 915