基于RFID的室内定位算法改进

基于RFID的室内定位算法改进(论文9000字,外文翻译,参考代码)
摘要：本文通过介绍最具有代表性的两种基于RFID的室内定位算法（RSSI线性定位算法、LANDMARC算法）的原理，详细比较两种算法在精度和运算量上的优缺和适用环境，结合两种算法特点，在非边缘区域使用LANDMARC算法，在边缘区域使用RSSI算法，提出了一种RFID室内定位的改进算法，改进后的算法更精确并大大减少算法的运算量。同时进行大量的Matlab仿真运算，验证改进后的算法基本满足设定的要求，定位误差较RSSI算法减小了54.7%，系统定位耗时较LANDMARC算法减少了43.1%。
关键词：RFID，室内定位，RSSI，LANDMARC，Matlab

Improved indoor location algorithm based on RFID
Abstract:In this paper, first introduces two kinds of existing indoor positioning algorithm based on RFID RSSI linear positioning algorithm and LANDMARC algorithm, analyzes its advantages and disadvantages, through the combination of the two algorithms of RFID indoor positioning algorithm is improved, the improved algorithm is more accurate and greatly reduce the computational complexity of the algorithm.Through a large number of simulation operations, the improved algorithm basically meets the requirements set, compared to the original two algorithms in the accuracy and reduce the amount of calculation to achieve the desired objectives.The positioning error is reduced by 54.7% compared with the RSSI algorithm, and the location time of the system is reduced by 43.1% compared with the LANDMARC algorithm.
Keywords:RFID，indoor location algorithm，RSSI ，LANDMARC ，Matlab
 

目录
第一章绪论    1
1.1室内定位算法的研究背景和意义    1
1.2国内外研究现状    1
1.3本文研究重点    2
第二章定位算法基本理论    4
2.1射频识别系统的组成    4
2.2 常用的几种室内定位算法    4
2.3RSSI线性定位算法    6
2.3.1 RSSI线性定位算法原理    6
2.3.2 RSSI线性定位算法误差分析和优缺点    8
2.4 LANDMARC定位算法    10
2.4.1 LANDMARC定位算法原理    10
2.4.2 LANDMARC定位算法误差分析和优缺点    12
第三章改进算法    13
3.1改进算法基本思路    13
3.2改进算法的建模和仿真    13
3.3改进仿真结果分析    16
3.4本章小结    18
第四章结束语    19
参考文献    20
致谢    21