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A typical reconstruction limit for compressed sensing based on<i>L</i><sub><i>p</i></sub>-norm minimization
We consider the problem of reconstructing an N-dimensional continuous vector x from P constraints which are generated from its linear transformation under the assumption that the number of non-zero elements of x is typically limited to ρN (0≤ρ≤1). Problems of this type can be solved by minimizing a cost function …