文献类型：期刊文献

英文题名：Design of intelligent sensor based on BP neural network and ZigBee wireless sensor network

作者：Wang, Yun[1]; Xie, Kunpeng[2]

第一作者：王芸

通讯作者：Wang, Yun

机构：[1] College of Computer and Information Engineering, Xinxiang University, Henan Xinxiang, China; [2] Henan College of Finance and Taxation, Henan Zhengzhou, China

第一机构：新乡学院计算机与信息工程学院

年份：2014

卷号：6

期号：6

起止页码：820-826

外文期刊名：Journal of Chemical and Pharmaceutical Research

收录：EI(收录号：20151100648298);Scopus(收录号：2-s2.0-84924708557)

语种：英文

外文关键词：Calibration - Intelligent control - Neural networks - Signal processing - Smart sensors - Zigbee

摘要：Intelligent sensor is a sensor in addition to the basic function, zero, self calibration, self calibration and has the function of automatic adjustment, along with logic judgment and the ability of information processing, can be a measurement signal conditioning or signal processing. Multilayer BP neural network is a one-way transmission of feedforward network, and it uses the error output estimation error directly leading layer to output layer, and then the error estimation error of a layer. The paper proposes design of intelligent sensor based on BP neural network and ZigBee Wireless Sensor Network. Experiments show that the proposed intelligent sensor has higher efficiency. ? 2014, Journal of Chemical and Pharmaceutical Research. All rights reserved.