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词条 Babel function
释义

  1. Definition and formulation

  2. Special case

  3. References

  4. See also

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The Babel function (also known as cumulative coherence) measures the maximum total coherence between a fixed atom and a collection of other atoms in a dictionary.

Definition and formulation

The Babel function of a dictionary with normalized columns is a real-valued function that is defined as

where are the columns (atoms) of the dictionary .[1][2]

Special case

When p=1, the babel function is the mutual coherence.

References

1. ^{{cite web | title = Greed is good: Algorithmic results for sparse approximation | author=Joel A. Tropp | date=2004 | citeseerx = 10.1.1.84.5256 }}
2. ^Just Relax: Convex Programming Methods for Identifying Sparse Signals in Noise

See also

  • Compressed sensing

1 : Signal processing

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