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Name: Lay_Hsu
Type: User
Name: Lay_Hsu
Type: User
The repository includes a reference Matlab code for a mobile WiFi client receiver, Kalman-Filter-based positioning engine (PE) and a database of time-delay measurements of an indoor environment. The database includes both real-measured data, and simulated time-delay data, as well as ground-truth client position information, which can be used for validation and performance analysis. The PE code is designed to process the database data format and produce estimates of the mobile WiFi receiver position within the indoor venue. The database may be used for the development, validation and performance analysis of additional positioning engines. This kind of WiFi client PE enables an unlimited number of clients to estimate the position and navigate within the Wi-Fi network coverage area. Hence, it enables so-called "Wi-Fi Scalable Location". A *.pdf whitepaper is included in the repository and explains the functionality and usage of the code and database.
rssi最小二乘法实现的室内定位算法
RSSI Localization using a MATLAB server to calculate path loss model from RSSI data and plot real time position of User
This repository implements ranging methods in the article "Experimental Analysis of RSSI-based Indoor Localization with IEEE 802.15.4". Methods implemented are Min-Max, Maximum Likelyhood and Trilateration.
signal processing related material and code
设置一个WiFi发射器,一个WiFi接收器,通过发射和接受CSI信号,进行空间内变化检测,当进行不同的动作(如蹲下、站起、跌倒等)使,会引起WiFi信号的变化,使用机器学习模型对不同的信号进行分类,以达到动作识别(movement identification)任务
Weighted Spatial Covariance Matrix Estimation for MUSIC based TDOA Estimation of Speech Source
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