DEPLOYMENT OF TRAINED NEURAL NETWORK BASED RSS FINGERPRINT DATASET

摘要

A method and system of deploying a trained neural network-based RSSfingerprint dataset for mobile device indoor navigation and positioning. Themethod comprises: based on RSS parameters acquired from a plurality ofmobile devices acquired at a set of positions within an indoor area,accumulating the RSS parameters as a trained neural network-based RSSfingerprint dataset in a fingerprint database of the indoor area; and when adensity of points represented by the set of positions having accumulated RSSparameters exceeds a deployment threshold density, deploying the RSSfingerprint dataset within a fingerprint map for mobile device navigation oftheindoor area, the fingerprint map encompassing the set of positions.