TY - GEN
T1 - Dynamic threshold adjustment in a proximity-based location tracking system using reference modules
AU - Han, Gel
AU - Klinker, Gudrun J.
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/10/2
Y1 - 2015/10/2
N2 - In recent years, location tracking systems have become important in areas such as transportation, shopping, logistics and medicine. One of the most recent approaches are proximity-based location tracking systems, which use the received signal strength (RSSI) measured between a sender and an anchor module. The advantages of these systems are high scalability, minimal calibration effort and low costs. However, there are also disadvantages e.g. the fluctuating signal strength under certain circumstances in the environment. To detect, if an object has entered a predefined region, the RSSI must exceed a specified threshold. When the current signal fluctuates due to obstacles (other objects, people, etc.) the static threshold does not apply for the defined region any longer. In this case automatic adjustments of the threshold are made with the help of a reference module. Various factors are measured between reference, anchor as well as a sender module and subsequently used to correct the static threshold. The dynamic adjustment was tested through three experiments and showed satisfactory results concerning the hypotheses. For further research, additional factors might need to be included to make the proposed method more dynamic and responsive to the environment.
AB - In recent years, location tracking systems have become important in areas such as transportation, shopping, logistics and medicine. One of the most recent approaches are proximity-based location tracking systems, which use the received signal strength (RSSI) measured between a sender and an anchor module. The advantages of these systems are high scalability, minimal calibration effort and low costs. However, there are also disadvantages e.g. the fluctuating signal strength under certain circumstances in the environment. To detect, if an object has entered a predefined region, the RSSI must exceed a specified threshold. When the current signal fluctuates due to obstacles (other objects, people, etc.) the static threshold does not apply for the defined region any longer. In this case automatic adjustments of the threshold are made with the help of a reference module. Various factors are measured between reference, anchor as well as a sender module and subsequently used to correct the static threshold. The dynamic adjustment was tested through three experiments and showed satisfactory results concerning the hypotheses. For further research, additional factors might need to be included to make the proposed method more dynamic and responsive to the environment.
KW - Bluetooth
KW - Bluetooth Low Energy
KW - Correlation
KW - Correlation Coefficient
KW - Dynamic
KW - Kalman Filter
KW - Location
KW - Location Tracking
KW - Path Loss Exponent
KW - Proximity
KW - RSSI
KW - Received Signal Strength
KW - Reference Module
KW - Signal Strength Fluctuation
KW - Threshold
KW - Tracking
UR - http://www.scopus.com/inward/record.url?scp=84949521869&partnerID=8YFLogxK
U2 - 10.1109/IWCMC.2015.7289261
DO - 10.1109/IWCMC.2015.7289261
M3 - Conference contribution
AN - SCOPUS:84949521869
T3 - IWCMC 2015 - 11th International Wireless Communications and Mobile Computing Conference
SP - 1248
EP - 1253
BT - IWCMC 2015 - 11th International Wireless Communications and Mobile Computing Conference
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 11th International Wireless Communications and Mobile Computing Conference, IWCMC 2015
Y2 - 24 August 2015 through 28 August 2015
ER -