LANDMARC Localization Algorithm Based on Weight Optimization

被引：0
作者：
HU Bing [1 ]
PENG Huijun [1 ]
SUN Zhixin [1 ]
机构：
[1] Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education,Nanjing University of Posts and Telecommunications
来源：
Chinese Journal of Electronics | 2018年 / 27卷 / 06期
基金：
中国国家自然科学基金;
关键词：
Location identification based on dynamic active RFID calibration(LANDMARC) system; Radio frequency identification(RFID); Indoor localization; Weight optimization;
D O I：
暂无
中图分类号：
TN92 [无线通信];
学科分类号：
080402 ; 080904 ; 0810 ; 081001 ;
摘要：
In order to solve the problem that the difference of Received signal strength(RSS) between tags will become large when tags are close to the reader, which exists in LANDMARC system, a LANDMARC localization algorithm based on weight optimization is proposed in the paper. We optimize the weight by redefining the formulas of in-weight and ex-weight. In-weight formula is discussed under the free space propagation model. The definition of ex-weight is obtained by analyzing the relationship between RSS and distance under the log-distance path loss model. We evaluate the performance of the proposed algorithm and compare it with the algorithm based on normalized weight. The simulation results show the superior performance of the proposed algorithm in terms of location accuracy.
引用
收藏
页码：1291 / 1296
页数：6
相关论文
共 8 条
  • [1] 面向非视距环境的室内定位算法
    毛科技
    邬锦彬
    金洪波
    苗春雨
    夏明
    陈庆章
    [J]. 电子学报, 2016, 44 (05) : 1174 - 1179
  • [2] 基于LANDMARC与压缩感知的双段式室内定位算法
    李丽娜
    马俊
    龙跃
    徐攀峰
    [J]. 电子与信息学报, 2016, 38 (07) : 1631 - 1637
  • [3] 室内定位现状与发展趋势研究(英文)
    邓中亮
    余彦培
    袁协
    万能
    杨磊
    [J]. 中国通信, 2013, 10 (03) : 42 - 55
  • [4] 基于BP神经网络和泰勒级数的室内定位算法研究
    张会清
    石晓伟
    邓贵华
    高学金
    任明荣
    [J]. 电子学报, 2012, 40 (09) : 1876 - 1879
  • [5] Device-free Localization Technique for Indoor Detection and Tracking of Human Body: A Survey[J] . Nasrullah Pirzada,M Yunus Nayan,Fazli Subhanc M Fadzil Hassan,Muhammad Amir Khan.Procedia - Social and Behavioral Sciences . 2014
  • [6] High-Accuracy Reference-Free Ultrasonic Location Estimation
    Saad, M. M.
    Bleakley, Chris J.
    Ballal, T.
    Dobson, Simon
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2012, 61 (06) : 1561 - 1570
  • [7] LANDMARC: Indoor Location Sensing Using Active RFID[J] . Lionel M. Ni,Yunhao Liu,Yiu Cho Lau,Abhishek P. Patil.Wireless networks . 2004 (6)
  • [8] Patient Positioning System in Hospital Based on Zigbee .2 Chai J. Intelligent Computation and Bio-Medical Instrumentation (ICBMI) . 2011
1