TY - GEN
T1 - Enhanced weighted centroid localization in RFID technology : patient movement tracking in hospital
AU - Chhetri, Bikash Thapa
AU - Alsadoon, Abeer
AU - Prasad, P. W. C.
AU - Venkata, Haritha Sallepalli
AU - Elchouemi, Amr
PY - 2019
Y1 - 2019
N2 - ![CDATA[Technologies like Global positioning system (GPS), sensors, Infrared (IR) Wi-Fi, cellular signals, etc. for tracking the movement of an object lack the location precision. The existing systems developed with these technologies were lacked of efficiency and accuracy to locate patient inside the hospital for utilizing the available resources (doctors, nurse, staff, and equipment). Therefore, we propose a system which minimizes the location error with less processing time for an indoor moving patient. Proposed system comprises Received Signal Strength Indicator (RSSI) with the existing Weighted Centroid Localization (WCL) methods improve the signal strength of a signal received from the tag and determining the exact position of moving tag by reducing the location error and improving the processing time. The efficiently tracks moving patient inside the hospital with decreased processing time from 86ms to 52ms and 116ms to 97ms also less location error from 0.08m to 0.03m and 0.18m to 0.15m based upon the number of tags deployed, i.e. 10 and 20 respectively. Thus, this solution provides hospital management accurate tracking of moving patient for efficient allocation of the available resources (doctors, nurse, examination room, etc.) based upon their position.]]
AB - ![CDATA[Technologies like Global positioning system (GPS), sensors, Infrared (IR) Wi-Fi, cellular signals, etc. for tracking the movement of an object lack the location precision. The existing systems developed with these technologies were lacked of efficiency and accuracy to locate patient inside the hospital for utilizing the available resources (doctors, nurse, staff, and equipment). Therefore, we propose a system which minimizes the location error with less processing time for an indoor moving patient. Proposed system comprises Received Signal Strength Indicator (RSSI) with the existing Weighted Centroid Localization (WCL) methods improve the signal strength of a signal received from the tag and determining the exact position of moving tag by reducing the location error and improving the processing time. The efficiently tracks moving patient inside the hospital with decreased processing time from 86ms to 52ms and 116ms to 97ms also less location error from 0.08m to 0.03m and 0.18m to 0.15m based upon the number of tags deployed, i.e. 10 and 20 respectively. Thus, this solution provides hospital management accurate tracking of moving patient for efficient allocation of the available resources (doctors, nurse, examination room, etc.) based upon their position.]]
UR - https://hdl.handle.net/1959.7/uws:67107
U2 - 10.1109/ICACCS.2019.8728552
DO - 10.1109/ICACCS.2019.8728552
M3 - Conference Paper
SN - 9781538695333
SP - 910
EP - 915
BT - Proceedings of 2019 5th International Conference on Advanced Computing and Communication Systems (ICACCS 2019), 15-16 March 2019, Coimbatore, India
PB - IEEE
T2 - International Conference on Advanced Computing and Communication Systems
Y2 - 15 March 2019
ER -