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
  • [41] Detecting and monitoring time-related abnormal events using a wireless sensor network and mobile robot
    Li, YuanYuan
    Parker, Lynne E.
    2008 IEEE/RSJ INTERNATIONAL CONFERENCE ON ROBOTS AND INTELLIGENT SYSTEMS, VOLS 1-3, CONFERENCE PROCEEDINGS, 2008, : 3292 - 3298
  • [42] Environmental parameter monitoring using wireless sensor network
    K. Vairamani
    N. Mathivanan
    K. Arun Venkatesh
    U. Dinesh Kumar
    Instruments and Experimental Techniques, 2013, 56 : 468 - 471
  • [43] Air Pollution Monitoring Using Wireless Sensor Network
    Bathiya, Bhavika
    Srivastava, Sanjay
    Mishra, Biswajit
    2016 IEEE INTERNATIONAL WIE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (IEEE WIECON-ECE 2016), 2016, : 112 - 117
  • [44] Environmental monitoring using a robotized wireless sensor network
    Ahmed S.A.
    Popov V.L.
    Topalov A.V.
    Shakev N.G.
    AI & SOCIETY, 2018, 33 (2) : 207 - 214
  • [45] Monitoring Soil Moisture using a Wireless Sensor Network
    Flores-Medina, Maria
    Flores-Garcia, Francisco
    Velasco-Martinez, Victor
    Gonzalez-Cervantes, Guillermo
    Jurado-Zamarripa, Francisco
    TECNOLOGIA Y CIENCIAS DEL AGUA, 2015, 6 (05) : 75 - 88
  • [46] Environmental parameter monitoring using wireless sensor network
    Vairamani, K.
    Mathivanan, N.
    Venkatesh, K. Arun
    Kumar, U. Dinesh
    INSTRUMENTS AND EXPERIMENTAL TECHNIQUES, 2013, 56 (04) : 468 - 471
  • [47] Bridge monitoring using heterogeneous wireless sensor network
    Haran, Shivan
    Kher, Shubhalaxmi
    Mehndiratta, Vandana
    HEALTH MONITORING OF STRUCTURAL AND BIOLOGICAL SYSTEMS 2010, PTS 1 AND 2, 2010, 7650
  • [48] Wearable sensor network for health monitoring: the case of Parkinson disease
    Pastorino, M.
    Arredondo, M. T.
    Cancela, J.
    Guillen, S.
    SENSORS & THEIR APPLICATIONS XVII, 2013, 450
  • [49] A novel Body Sensor Network for Parkinson's disease patients rehabilitation assessment
    Caldara, M.
    Comotti, D.
    Galizzi, M.
    Locatelli, P.
    Re, V.
    Alimonti, D.
    Poloni, M.
    Rizzetti, M. C.
    2014 11TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN), 2014, : 81 - 86
  • [50] Using a wireless inertial sensor system to characterize gait abnormalities in Parkinson's disease
    Tien, I.
    Aminoff, M. J.
    MOVEMENT DISORDERS, 2012, 27 : S142 - S142