Therefore, we can use the redundant data of all receivers in optimization of measurement matrix φ.
Section 3 deals with the optimization of measurement matrix by exploiting EMV features.
∙ Optimization of measurement matrix: In compressive sampling, measurement matrix directly determines whether the reconstruction can be realized successfully [6, 7].
We just expect to actually reveal the improvement from the optimization of measurement matrix, rather than our reconstruction method.
Optimization of measurement parameters such as the amount of MnO2, applied potential and pH value were studied in detail.
Systematic implementation and evaluation allowed for the optimization of measurement accuracy, first for individuals and then for a population.
The optimization of measurement configurations with respect to an OI achieving minimal parameter errors during parameter identification of industrial manipulators is an active field of research.
Since the decrease of uncertainty is at the expense of higher measurement cost, optimization of measurement cost for an acceptable uncertainty becomes a significant issue.
We do not use the optimized measurement matrices (e.g., the matrix optimized by WCM method or proposed FAWC in this paper) to avoid any improvement brought from the optimization of measurement matrix.
Borm and Menq [12, 13] present the optimization of measurement configurations with respect to the objective max_{ boldsymbol {q}^{mathrm{meas}}} phi _{01} = max_{ boldsymbol {q}^{mathrm{meas}}} frac{sqrt [r]{mu_{1} cdotldots cdotmu_{r}}}{sqrt{r}}, (8) where (mu_{1}, ldots, mu_{r}) are the singular values of ({F}_{1}) in descending order.
For this reason, the optimization of measurement conditions is an important factor in the determination of specific activity.
