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Following is a list of the notation conventions used in this work. This convention is the result of a compromise between notation styles from the theoretical and applied mathematics and electrical engineering communities in order to keep consistency across the document.
| Scalars | |
| Matrices | |
| Vectors | |
| Vectors (typically the frequency domain representation of another vector) | |
| -th element of vector (a scalar) | |
| Solution for after iterations on any given optimization algorithm (a vector) | |
| Optimal solution vector for a given problem | |
| Solution for at -th iteration | |
| -th entry of vector | |
| Radial frequency (with period for discrete signals) | |
| Linear frequency (related to via ) | |
| Fourier Transform operator | |
| Discrete-time Fourier Transform operator | |
| Z-Transform operator | |
| Convolution operator | |
| Field of real numbers | |
| Field of complex numbers |
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