基于RSSI自适应建模的加权反馈基站定位算法

Weighting and Feedback Base Station Location Algorithm Based on Adaptive Modeling RSSI

中文关键词:  LBS基站定位  信号强度  复杂分布  传输模型  RDOA算法

英文关键词:LBS base station positioning  signal strength  complex distribution  transfer model  RDOA algorithm

中文摘要:

      针对基站定位中，终端接收的信号强度(RSSI)受多方面干扰，传统基站定位算法定位精度不高的问题，提出在最小二乘算法中引入加权与反馈的RSSI定位算法（RDOA）。旨在优化信号强度与传输距离的关系，大幅度提高基站定位精度。通过对基站信号在复杂环境下分布情况的研究,建立自适应信号强度分布模型，对定位信息进行加权与反馈,缩小误差带来的影响，综合得到定位结果。实验表明，所提出的方法相较于传统基站定位方法，在只增加少量复杂度的情况下，有更好的鲁棒性和更精确的定位结果。

英文摘要:

      For the base station positioning,the received signal strength indication (RSSI) of the terminal is interfered by multiple aspects,and the traditional base station positioning algorithm has low positioning accuracy.The received signal difference of arrival (RDOA) localization algorithm is proposed to optimize the relationship between signal strength and transmission distance,and greatly improve the positioning accuracy of the base station.By studying the distribution of base station signals in a complex environment,an adaptive signal strength distribution model is established to weight and give feedback in the positioning information.Experiments show that compared with the traditional base station location method,the proposed method has better robustness and more accurate positioning results with only a small amount of complexity.