README.md

Mohren_WingSparseSensors

Code for paper in prep by T.Mohren, T.Daniel, S. Brunton, B.Brunton

Software requirements

Code was developed on MATLAB 2015a.

Authors

• Thomas Mohren - code development - (https://github.com/tlmohren)
• Tom Daniel - supervisor
• Steve Brunton - supervisor
• Bing Brunton - supervisor - (https://github.com/bwbrunton)

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

• Annika Eberle for developing the eulerLagrange wing model Eberle et al. 2015

General Structre

Mohren_WingSparseSensors/
    |- README.md
    |- LICENSE
    |- accuracyData
        |- Data_*
    |- eulerLagrangeData
        |- strainSet*
    |- figData
        |- ...
    |- figs/
        |- Figure_*

    |- simulation_scripts/
        |- addpathFolderStructure.m
        |- run_exampleScript.m
        |- run_mainSimulation.m
        |- run_ZcodeDiagnose.m
        |- run_ZcreateFigHistograms.m
        |- run_ZnormalizationParameter.m
    |- figure_scripts/
        |- addpathFolderStructure.m
        |- run_Figure_R1_SSPOCvsRandom.m
        |- run_Figure_R2_disturbance.m
        |- run_Figure_R3_encoderVariation.m
        |- run_Figure_*
    |- functions/
        |- createParListSingle.m
        |- createParListTotal.m
        |- createParSet.m
        |- spa_sf.m  
        |- eulerLagrange.m
        |- eulerLagrangeConcatenate.m  
        |- funcCa.m
        |- gaussian_perturbation.m  
        |- shape2.m  
        |- shapefunc2.m
        |- createODEfile_rotvect.m
        |- disturbanceCalibrate.m
        |- whiteNoiseDisturbance.m
        |- createNeuralFilt.m
        |- neuralEncoding.m  
        |- sparseWingSensors.m  
        |- predictTrain.m
        |- randCrossVal.m
        |- PCA_LDA_singVals.m
        |- LDA_n.m  
        |- sensorLocSSPOC.m  
        |- SSPOC.m  
        |- sensorLocClassify.m  
        |- classify_nc.m
        |- combineDataMat.m
        |- getMeanSTD.m  
        |- shadedErrorBar.m  
        |- sigmFitParam.m  
        |- get_pdf.m  
        |- plotSensorLocs.m