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Table 3 Coherence of matrix \(\varvec{\Phi }\) under different sampling methods on the synthetic dataset with the level of sparsity \(K = 10\)

From: An efficient algorithm with fast convergence rate for sparse graph signal reconstruction

Sampling ratio

0.5

0.55

0.6

0.65

0.7

0.75

0.8

0.85

M1

0.0517

0.0509

0.0492

0.0471

0.0426

0.0411

0.0381

0.0352

M2

0.0504

0.0497

0.0485

0.0459

0.0409

0.0378

0.0351

0.0312

M3

0.0489

0.0469

0.0449

0.0415

0.0354

0.0331

0.0314

0.0303

M4

0.0493

0.0455

0.0419

0.0382

0.0303

0.0257

0.0216

0.0182