Read More with Less: An Adaptive Approach to Energy-Efficient RFID Systems

被引:22
|
作者
Xu, Xunteng
Gu, Lin [1 ]
Wang, Jianping [2 ]
Xing, Guoliang [3 ]
Cheung, Shing-Chi [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Dept Comp Sci & Engn, Hong Kong, Hong Kong, Peoples R China
[2] City Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
[3] Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USA
基金
美国国家科学基金会;
关键词
RFID tags; Automatic Power Stepping (APS); energy efficiency;
D O I
10.1109/JSAC.2011.110917
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recent years have witnessed the wide adoption of the RFID technology in many important application domains including logistics, inventory, retailing, public transportation, and security. Though RFID tags (transponders) can be passive, the high power consumption of RFID readers (interrogators) has become a critical issue as handheld and mobile readers are increasingly available in pervasive computing environments. Moreover, high transmission power aggravates interference, complicating the deployment and operation of RFID systems. In this paper, we present an energy-efficient RFID inventory algorithm called Automatic Power Stepping (APS). The design of APS is based on extensive empirical study on passive tags, and takes into consideration several important details such as tag response states and variable slot lengths. APS dynamically estimates the number of tags to be read, incrementally adjusts the transmission power level to use sufficient but not excessive power for communication, and consequently reduces both the energy consumption for reading a set of tags and the possibility of collisions. We design APS to be compatible with the current Class-1 Generation-2 RFID standards so that a reader running APS can interact with existing commercial tags without modification. We have implemented APS both on an NI RFID testing platform and in a high-fidelity simulator. The evaluation shows that APS can save more than 60% energy used by RFID readers while maintaining comparable performance on the read rate.
引用
收藏
页码:1684 / 1697
页数:14
相关论文
共 50 条
  • [1] Less is More: Energy-Efficient Mobile Sensing with Sense Less
    Ben Abdesslem, Fehmi
    Phillips, Andrew
    Henderson, Tristan
    [J]. MOBIHELD 09, 2009, : 61 - 62
  • [2] Energy-efficient Polling Protocols in RFID Systems
    Qiao, Yan
    Chen, Shigang
    Li, Tao
    Chen, Shiping
    [J]. PROCEEDINGS OF THE TWELFTH ACM INTERNATIONAL SYMPOSIUM ON MOBILE AD HOC NETWORKING AND COMPUTING (MOBIHOC' 11), 2011,
  • [3] Energy-efficient Adaptive Circuits and Systems
    Mukhopadhyay, Saibal
    Chatterjee, Abhijit
    Yalamanchili, Sudhakar
    Ghosh, Swaroop
    [J]. 2013 26TH INTERNATIONAL CONFERENCE ON VLSI DESIGN AND 2013 12TH INTERNATIONAL CONFERENCE ON EMBEDDED SYSTEMS (VLSID), 2013, : LIX - LX
  • [4] Less is More: Learning More with Concurrent Transmissions for Energy-Efficient Flooding
    Zhang, Peilin
    Gao, Alex Yuan
    Theel, Oliver
    [J]. PROCEEDINGS OF THE 14TH EAI INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING, NETWORKING AND SERVICES (MOBIQUITOUS 2017), 2017, : 323 - 332
  • [5] PREDICTING A SIMPLER, MORE ENERGY-EFFICIENT, LESS POLLUTING PROCESS
    FRANZEN, RG
    [J]. TAPPI JOURNAL, 1985, 68 (04): : 69 - 69
  • [6] An Energy-Efficient Adjustment Approach in Subway Systems
    Chen, Erchao
    Yang, Xin
    Ding, Yi
    [J]. 2014 IEEE 17TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2014, : 2774 - 2779
  • [7] Energy-Efficient Parallel Singulation in RFID
    Ali, Kashif
    Oteafy, Sharief M. A.
    Hassanein, Hossam S.
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2010,
  • [8] Energy-Efficient Adaptive Classifier Design for Mobile Systems
    Takhirov, Zafar
    Wang, Joseph
    Saligrama, Venkatesh
    Joshi, Ajay
    [J]. ISLPED '16: PROCEEDINGS OF THE 2016 INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN, 2016, : 52 - 57
  • [9] A Novel Adaptive Energy-efficient Controller For The HVAC Systems
    Lv Hongli
    Duan Peiyong
    Yao Qingmei
    Li Hui
    Yang Xiuwen
    [J]. PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 1402 - 1406
  • [10] An Energy-Efficient Query-DFSA Algorithm for Passive RFID Systems
    Agrawal, Tanvi
    Biswas, P. K.
    Sharma, Rohit
    [J]. 2015 INTERNATIONAL CONFERENCE AND WORKSHOP ON COMPUTING AND COMMUNICATION (IEMCON), 2015,