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This process may have excluded items that may have behaved differently with different measurement properties.
As shown in Fig. 3, for the same number of measurements, the probabilities of exact reconstruction differed little with different measurement matrices.
Finally, the various biomarkers and questionnaire-based variables were each measured with different measurement errors, and thus some of the contrasting associations could be explained by possible residual confounding.
Then, we will measure the sub-bands at different DWT levels with different measurement matrices corresponding to the block size in each level.
Fig. 6 Recovery results with different measurement numbers.
Sample measurements with existing hearing instruments demonstrate the verification procedure with different measurement techniques.
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Fig. 4 MSE vs. CNR with different measurement-matrices (optimized by WCM and proposed FAWC, respectively) and sparsity K, where N=128, P=128, α=0.9, and M=64 are considered Fig. 5 MSE vs. CNR with different measurement-matrices (optimized by WCM and FAWC, respectively) and M, where N=128, P=128, α=0.9, and K=13 are considered.
Fig. 6 MSE vs. P (or N) with different measurement-matrices (optimized by WCM and FAWC respectively), where M=N/2, P=N, α=0.9, and K=⌈N/10⌉ are, respectively, considered.
These models were validated with different measurements in outdoor scenarios.
The results show that the performance of BOPU varies only slightly with different measurements availability.
Each level is assessed with different measurements at the different data collection periods (see Table 2).
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