Tools to Generate Spatially Correlated Sensor Network Data
Note: The tools have been augmented with the capability to generate synthetic data on irregular
topologies also. The augmented tools will be uploaded pretty soon.
[ Matlab code ] [ SECON'04 Paper ]
generateLargeTraceFromSmall : will create large synthetic traces having the same correlation structure as the input real data trace. It takes the real data trace and the dimensions of the output synthetic trace as its input. It also requires the user to specify the data dependence pattern (See the related publications for more information). Data collected from a testbed having a few sensor nodes is not sufficient to evaluate protocols. The tool can generate a large trace having similar correlation properties as the real trace, and hence, help researchers to evaluate protocols with real data.
generateSyntheticTraces : will create large synthetic traces representing a wide range of conditions by tweaking the model parameters. It takes the model parameters as its input in addition to the dimensions of the synthetic trace and the data dependence pattern.
The University of Southern California does not screen or control the content on this website and thus does not guarantee the accuracy, integrity, or quality of such content. All content on this website is provided by and is the sole responsibility of the person from which such content originated, and such content does not necessarily reflect the opinions of the University administration or the Board of Trustees