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开源软件名称(OpenSource Name):kritiksoman/WSN-Localization开源软件地址(OpenSource Url):https://github.com/kritiksoman/WSN-Localization开源编程语言(OpenSource Language):MATLAB 100.0%开源软件介绍(OpenSource Introduction):Node localization in Wireless Sensor NetworkOverviewThis is the MATLAB implementation of the work presented in RSS-Based Localization in WSNs Using Gaussian Mixture Model via Semidefinite Relaxation. FilespathLossModel.m : Plot the path loss model and the histogram of the Gaussian Mixture Model Saved output folder contains .mat files of the variables plotted in the result screenshots section. Dependencies
Result Screenshots[1] WSN
[2] Path Loss Model
[3] RMSE and CDF
Note: Slightly different anchor placement was used in the WSN localization simulation. Steps to obtain results shown above[1] Edit place.m for changing target and anchor node location. References[1] Zhang, Yueyue, et al. "RSS-based localization in WSNs using Gaussian mixture model via semidefinite relaxation." IEEE Communications Letters 21.6 (2017): 1329-1332. |
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