WSN_Signal_Models
所属分类:其他
开发工具:matlab
文件大小:2252KB
下载次数:4
上传日期:2018-09-23 03:41:49
上 传 者:
hellawi
说明: Description: wireless sensor network emulation detection of the source code, and some simple experimental results analysis data
文件列表:
WSN_Signal_Models (0, 2011-03-30)
__MACOSX (0, 2011-04-08)
__MACOSX\WSN_Signal_Models (0, 2011-04-08)
WSN_Signal_Models\createFit.m (3413, 2011-03-23)
__MACOSX\WSN_Signal_Models\._createFit.m (240, 2011-03-23)
WSN_Signal_Models\dataset (0, 2011-03-07)
WSN_Signal_Models\dataset\dei_lum (0, 2011-03-07)
WSN_Signal_Models\dataset\dei_lum\data.mat (39242, 2011-02-11)
__MACOSX\WSN_Signal_Models\dataset (0, 2011-04-08)
__MACOSX\WSN_Signal_Models\dataset\dei_lum (0, 2011-04-08)
__MACOSX\WSN_Signal_Models\dataset\dei_lum\._data.mat (240, 2011-02-11)
__MACOSX\WSN_Signal_Models\dataset\._dei_lum (240, 2011-03-07)
WSN_Signal_Models\dataset\precipitation (0, 2011-03-02)
WSN_Signal_Models\dataset\precipitation\data.mat (2265441, 2011-02-09)
__MACOSX\WSN_Signal_Models\dataset\precipitation (0, 2011-04-08)
__MACOSX\WSN_Signal_Models\dataset\precipitation\._data.mat (240, 2011-02-09)
__MACOSX\WSN_Signal_Models\dataset\._precipitation (240, 2011-03-02)
__MACOSX\WSN_Signal_Models\._dataset (240, 2011-03-07)
WSN_Signal_Models\example_dei_lum.m (2715, 2011-03-30)
__MACOSX\WSN_Signal_Models\._example_dei_lum.m (240, 2011-03-30)
WSN_Signal_Models\example_dei_lum.m~ (1097, 2011-03-07)
__MACOSX\WSN_Signal_Models\._example_dei_lum.m~ (240, 2011-03-07)
WSN_Signal_Models\example_precipitation.m (2725, 2011-03-30)
__MACOSX\WSN_Signal_Models\._example_precipitation.m (240, 2011-03-30)
WSN_Signal_Models\example_precipitation.m~ (1072, 2011-03-07)
__MACOSX\WSN_Signal_Models\._example_precipitation.m~ (240, 2011-03-07)
WSN_Signal_Models\generate_synthetic_signal.m (3556, 2011-03-23)
__MACOSX\WSN_Signal_Models\._generate_synthetic_signal.m (240, 2011-03-23)
WSN_Signal_Models\generate_synthetic_signal.m~ (1279, 2011-03-07)
__MACOSX\WSN_Signal_Models\._generate_synthetic_signal.m~ (240, 2011-03-07)
WSN_Signal_Models\plot_figure.m (4025, 2011-03-23)
__MACOSX\WSN_Signal_Models\._plot_figure.m (240, 2011-03-23)
WSN_Signal_Models\plot_figure.m~ (2017, 2011-03-07)
__MACOSX\WSN_Signal_Models\._plot_figure.m~ (240, 2011-03-07)
WSN_Signal_Models\real_data_one_step_temporal_correlation.m (2340, 2011-03-23)
__MACOSX\WSN_Signal_Models\._real_data_one_step_temporal_correlation.m (240, 2011-03-23)
WSN_Signal_Models\real_data_one_step_temporal_correlation.m~ (531, 2011-03-07)
__MACOSX\WSN_Signal_Models\._real_data_one_step_temporal_correlation.m~ (240, 2011-03-07)
... ...
This set of m-files can be use to evaluate the correlation statistics of a
real signal dataset and generate signals with the same features.
Steps to be performed are as follows:
- load a dataset;
- evaluate the spatial correlation;
- evaluate the temporal correlation;
- fit the spatial correlation with two models (power exponential and rational
quadratic) and choose the best fit;
- create a grid for the sinthetic signal;
- generate the sinthetic signal with the same correlation features of the real
signal;
- evaluate the error;
- (optional) plot a figure for the comparison of the spatial correlation;
For examples of use please refer to the files:
- example_dei_lum.m
- example_precipitation.m
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