Abstract:
According to the present invention, a system of estimating a position of a base station comprises a portable collecting device that considers a collection distribution for a plurality of base stations, arbitrarily sets positions of the plurality of base stations, and collects signal strengths transmitted from the plurality of arbitrarily set base stations and a server device that measures the signal strengths received from the portable collecting device, produces a signal attenuation pattern according to a distance between an arbitrarily set base station and the portable collecting device, and estimates a position of the base station according to an error between a signal strength estimated value at a specific point as estimated according to the signal attenuation pattern and an actually measured signal strength measured value at the specific point.
Abstract:
A preprocessing method of a data preprocessing device is provided. The preprocessing method includes dividing a region, where the target object is located, into coarse grids and generating first sample data including a similarity value between a virtual sensor measurement value and a real sensor measurement value measured in each of the coarse grids, dividing each coarse grid into fine grids and generating second sample data including a similarity value between a virtual sensor measurement value and a real sensor measurement value measured in each of the fine grids, dividing each fine grid into finer grids and generating third sample data including a similarity value between a virtual sensor measurement value and a real sensor measurement value measured in each of the finer grids, and inputting the training data, including the first to third sample data, to the deep learning model.
Abstract:
Provided are a system and method for active data collection mode control for reducing crowd-sourcing signal data collection required for fingerprint database (FPDB) maintenance. The system for active data collection mode control for reducing crowd-sourcing signal data collection required for FPDB maintenance includes a mobile device configured to support a survey mode, a localization mode, and a crowd-sourcing mode and a server configured to receive data from the mobile device, generate and update an FPDB, and control a data collection mode.