TY - GEN
T1 - The design and implementation of a cost-effective RFID indoor localization system
AU - Luo, Jiaqing
AU - Zhou, Shijie
AU - Cheng, Hongrong
AU - Liao, Yongjian
AU - Guo, Bin
N1 - Publisher Copyright:
© 2015 ACM.
PY - 2015/11/1
Y1 - 2015/11/1
N2 - Recently, there has been growing interest in indoor localization, because numerous applications depend on the rapid and accurate position estimation of tagged objects. While RFID-based indoor localization is attractive, the need for a large-scale and high-density deployment of readers and reference tags is costly. By using mobile readers mounted on guide rails, we design and implement a cost-effective RFID indoor localization system, which requires neither reference tags nor RSSI functions, for stock-taking and searching in warehouse operations. In particular, we install two guide rails, which can allow a reader to move horizontally or vertically, on the ceiling of a warehouse or workshop. We then propose a continuous scanning algorithm to improve the accuracy for locating a single tagged object, and a category-based scheduling algorithm to shorten the time for locating multiple tagged objects. Our primary experimental results show that the system can achieve high time efficiency and localization accuracy in the indoor localization.
AB - Recently, there has been growing interest in indoor localization, because numerous applications depend on the rapid and accurate position estimation of tagged objects. While RFID-based indoor localization is attractive, the need for a large-scale and high-density deployment of readers and reference tags is costly. By using mobile readers mounted on guide rails, we design and implement a cost-effective RFID indoor localization system, which requires neither reference tags nor RSSI functions, for stock-taking and searching in warehouse operations. In particular, we install two guide rails, which can allow a reader to move horizontally or vertically, on the ceiling of a warehouse or workshop. We then propose a continuous scanning algorithm to improve the accuracy for locating a single tagged object, and a category-based scheduling algorithm to shorten the time for locating multiple tagged objects. Our primary experimental results show that the system can achieve high time efficiency and localization accuracy in the indoor localization.
KW - Cost-effective
KW - Guide rail
KW - Indoor localization
KW - Mobile reader
KW - RFID
UR - https://www.scopus.com/pages/publications/84958701504
U2 - 10.1145/2820716.2820718
DO - 10.1145/2820716.2820718
M3 - 会议稿件
AN - SCOPUS:84958701504
T3 - CSAR 2015 - Proceedings of the 1st ACM Workshop on Context Sensing and Activity Recognition, co-located with SenSys 2015
SP - 1
EP - 6
BT - CSAR 2015 - Proceedings of the 1st ACM Workshop on Context Sensing and Activity Recognition, co-located with SenSys 2015
PB - Association for Computing Machinery
T2 - 1st ACM Workshop on Context Sensing and Activity Recognition, CSAR 2015 Co-located with SenSys 2015
Y2 - 1 November 2015 through 1 November 2015
ER -