GitHub - TomKealy/PhDCode: Matlab Code for my PhD

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Matlab Code for my PhD

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
BlueCrystalMatlabJobManager-0.2.2		BlueCrystalMatlabJobManager-0.2.2
COSBOS_v1.0		COSBOS_v1.0
CSsolvers		CSsolvers
CTSS_toolbox-2.0		CTSS_toolbox-2.0
CoSaMp Toolbox		CoSaMp Toolbox
DADMMPaperCode		DADMMPaperCode
DADMM_paper_Code		DADMM_paper_Code
DL		DL
DeepLearning		DeepLearning
DigiComms		DigiComms
Equalizer		Equalizer
FASTA		FASTA
GMM_TP_dist_v1.0		GMM_TP_dist_v1.0
Optimal Transport		Optimal Transport
PGEXTRA_Demo_Compressed_Sensing_v0.2		PGEXTRA_Demo_Compressed_Sensing_v0.2
PLL		PLL
SPwithCS		SPwithCS
VB		VB
WidebandSpecSensing		WidebandSpecSensing
YALL1_Group_20120223		YALL1_Group_20120223
__MACOSX		__MACOSX
adaptive_amp_v1		adaptive_amp_v1
admm_dl		admm_dl
bcs_ver0.1		bcs_ver0.1
code		code
cvx		cvx
distributedCS		distributedCS
elastic_net_IST		elastic_net_IST
group-structure norms		group-structure norms
l1magic		l1magic
lasso		lasso
latest/trunk		latest/trunk
matgraph		matgraph
mlclass-ex2-006		mlclass-ex2-006
mmv		mmv
new_basis		new_basis
pfb		pfb
smashed_filter		smashed_filter
solvers		solvers
sparco-1.2		sparco-1.2
spgl1-1.8		spgl1-1.8
standalone		standalone
.DS_Store		.DS_Store
AMP.m		AMP.m
CollapseResults.mat		CollapseResults.mat
DADMMPaperCode.zip		DADMMPaperCode.zip
DADMM_paper_Code.tar.gz		DADMM_paper_Code.tar.gz
DW2011.pdf		DW2011.pdf
LehmerMatrix.m		LehmerMatrix.m
NaiveTest.m		NaiveTest.m
ReadMe.txt		ReadMe.txt
acell_admm_bug.fig		acell_admm_bug.fig
acell_admm_psd_hat.fig		acell_admm_psd_hat.fig
bandDetect.m		bandDetect.m
bandProject.m		bandProject.m
bandRecover.m		bandRecover.m
best_basis_CS.m		best_basis_CS.m
carrier_recovery_fft.m		carrier_recovery_fft.m
cent_vs_dist.jpg		cent_vs_dist.jpg
cent_vs_dist_1.jpg		cent_vs_dist_1.jpg
construct_weight_mtx.m		construct_weight_mtx.m
continuation.mat		continuation.mat
csvd.m		csvd.m
d_amp_test.m		d_amp_test.m
demo.m		demo.m
dist_recon_single_rect.jpg		dist_recon_single_rect.jpg
dist_spline_recon.jpg		dist_spline_recon.jpg
dist_spline_recon_2.jpg		dist_spline_recon_2.jpg
distributedCS.tar.gz		distributedCS.tar.gz
disturbed.wav		disturbed.wav
dpssCosamp.m		dpssCosamp.m
edges.jpg		edges.jpg
entropyscript.m		entropyscript.m
error_its.jpg		error_its.jpg
erroriterations021315.fig		erroriterations021315.fig
expsd.jpg		expsd.jpg
fasta.m		fasta.m
fastlap.jpg		fastlap.jpg
fftCosamp.m		fftCosamp.m
full_rank_no_transform_recovery.jpg		full_rank_no_transform_recovery.jpg
generateModulator.m		generateModulator.m
generateSignal.m		generateSignal.m
gpl-3.0.txt		gpl-3.0.txt
halfway.jpg		halfway.jpg
handb_1.jpg		handb_1.jpg
handb_2.jpg		handb_2.jpg
handb_3.jpg		handb_3.jpg
handb_4.jpg		handb_4.jpg
hello.m		hello.m
immi1.mat		immi1.mat
impulse_noise_elimination.m		impulse_noise_elimination.m
initial_data.jpg		initial_data.jpg
inversion.jpg		inversion.jpg
ionversion.jpg		ionversion.jpg
lasso.m		lasso.m
lasso_admm.m		lasso_admm.m
lasso_admm_lucy.m		lasso_admm_lucy.m
lasso_example.m		lasso_example.m
lassoadmmtest.m		lassoadmmtest.m
last_point.jpg		last_point.jpg

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Please note: the demos may need CVX if one chooses to use the FDLA matrix as the mixing matrix. The demo main file in PGEXTRA_Demo_Compressed_Sensing is Compare_all_L1_LS.m. The code has been tested in Windows 7, PCWIN64 environment.

Reference:

[1] W. Shi, Q. Ling, G. Wu, and W. Yin, “A Proximal Gradient Algorithm for Decentralized Composite Optimization,” IEEE Transactions on Signal Processing, 63(22), 6013-6023, 2015.