Instructions for reproducing the numerical results in "Robust nonparametric nearest neighbor random process clustering", 2016, by Michael Tschannen and Helmut Bölcskei

Requirements: matlab, make, pdflatex

Comparison of NNPC and TSC (see Section 4 in the paper)

Run "synthDataNNPCvsTSC(0.2)" in Matlab (the argument indicates the noise variance). This will produce a figure showing the clustering error as a function of the observation length M for NNPC and TSC clustering observations stemming from three different generative models. The generative model PSDs will be shown in a separate figure.

Figures 2 and 3:

In terminal, cd to the folder "supp_material_rpc_ext" and type "make fig23.pdf".

Table 1:

1. Download the file "amc_to_matrix.m" from "http://mocap.cs.cmu.edu/tools.php" and move it to "robust_rpc".
2. Download the motion capture files listed below from "http://mocap.cs.cmu.edu" and move them to the corresponding folders in "robust_rpc".
3. Run "testMOCAP(1)" and "testMOCAP(2)" in Matlab to reproduce the first and second row of Table 1, respectively.

File list "MOCAP_S16":

16_08.amc 16_11.amc 16_12.amc 16_13.amc 16_14.amc 16_15.amc 16_16.amc 16_17.amc 16_18.amc 16_19.amc 16_20.amc 16_21.amc 16_22.amc 16_23.amc 16_24.amc 16_25.amc 16_26.amc 16_27.amc 16_28.amc 16_29.amc 16_30.amc 16_31.amc 16_32.amc 16_33.amc 16_34.amc 16_35.amc 16_36.amc 16_37.amc 16_38.amc 16_39.amc 16_40.amc 16_41.amc 16_42.amc 16_43.amc 16_44.amc 16_45.amc 16_46.amc 16_47.amc 16_48.amc 16_49.amc 16_50.amc 16_51.amc 16_52.amc 16_53.amc 16_54.amc 16_55.amc 16_56.amc 16_57.amc 16_58.amc

File list "MOCAP_S35":

35_01.amc 35_02.amc 35_03.amc 35_04.amc 35_05.amc 35_06.amc 35_07.amc 35_08.amc 35_09.amc 35_10.amc 35_11.amc 35_12.amc 35_13.amc 35_14.amc 35_15.amc 35_16.amc 35_17.amc 35_18.amc 35_19.amc 35_20.amc 35_21.amc 35_22.amc 35_23.amc 35_24.amc 35_25.amc 35_26.amc 35_28.amc 35_29.amc 35_30.amc 35_31.amc 35_32.amc 35_33.amc 35_34.amc

Table 2 and Figure 4:

1. Download Set A ("Z.zip") and Set E ("S.zip") from http://ntsa.upf.edu/downloads/andrzejak-rg-et-al-2001-indications-nonlinear-deterministic-and-finite-dimensional and unpack the zip files in the folder "robust_rpc".
2. In terminal, cd to the folder "robust_rpc" and type "make fig4.pdf".