基于RFID和GRNN的景区人流量预测GIS的研究与设计

摘要

在分析无线射频识别（ RFID）原理和广义回归神经网络（ GRNN）模型的基础上，探讨了基于RFID的人流量统计方法，并重点研究了景区人流量短时预测方法，最后从实际应用出发建立了可对景区人流量进行实时预测的GIS决策系统。%Based on the analysis of Radio Frequency Identification ( RFID) principle and the Generalized Regression Neural Network ( GRNN) model, the paper discusses the statistical method of tourists flow based on RFID, and mainly focus on the short-term pre-diction method of tourists flow.Finally, from the view of practical application, the papers build up a GIS decision system for real-time prediction of tourists flow.