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Then we employ the CoSaMP algorithm as the reconstruction procedure.
The reconstruction procedure is performed for each coefficient as described in the previous example.
Here, we will give a sample to explain the reconstruction procedure of HF-MDCT coefficients.
In Section 3, the reconstruction procedure based on the Hermite projection method is proposed.
The reconstruction procedure is cast as an under-constrained optimization problem.
The reconstruction procedure is then formulated as an optimal control problem for this linearized flow model.
Different prescriptions for the reconstruction procedure and expressions for numerical fluxes are tested.
The reconstruction procedure of LSWT is directly achieved from its forward transform, which is expressed as below.
The other suggested variations of the reconstruction procedure included introducing different optimization techniques such as simulated annealing and maximum entropy.
However, in practice, also the experimental limitations as well as the reconstruction procedure play a major role.
Besides, we added a pre-conditioning method in the later stage of the reconstruction procedure to increase the reconstruction efficiency.
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