去中心化的室内定位众包数据质量控制方法

张学军,邝浚鑫,李成泽,李梅,张斌,加小红

Decentralized indoor positioning crowdsourcing data quality control method

Xuejun ZHANG,Junxin KUANG,Chengze LI,Mei LI,Bin ZHANG,Xiaohong JIA

表 1 CNN定位模型的网络参数

Tab.1 Network parameters of CNN location model

层 输出形式 参数个数 Conv2d_1(Conv2D) (None,1,53,32) 192 Conv2d_2(Conv2D) (None,1,53,32) 10304 max_pooling2d_1(MaxPooling2D) (None,1,24,64) 0 dropout_1 (Dropout) (None,1,13,64) 0 flatten_1 (Flatten) (None,832) 0 dense_1 (Dense) (None,128) 106624 dropout_2 (Dropout) (None,128) 0 dense_2 (Dense) (None,10) 1290