Table 1.
Summary of notations.
| M | Number of necessary measurements |
| N | Number of sensor nodes |
| K | Number of atoms of dictionary D |
| L | Length of training data vectors |
| λA | Sparse coefficient regularization parameter |
| λΘ | Structured dictionary regularization parameter |
| Lf | Lipschitz constant |
| Φ | Measurement matrix |
| Ψ | Orthonormal basis dictionary |
| P | Sensing matrix |
| D | Structured dictionary |
| X | Data matrix |
| Estimated data matrix | |
| Θ | Sparse atom representation dictionary |