φ-OTDR signal compression scheme based on the compressed sensing theory.

In this paper, based on the compressed sensing theory and the orthogonal matching pursuit algorithm, we have designed a data compression scheme, taking the Space-Temporal graph, time domain curve, and its time-frequency spectrum of phase-sensitive optical time-domain reflectometer as the target signals. The compression rates of the three signals were 40%, 35%, and 20%, while the average reconstruction times were 0.74 s, 0.49 s, and 0.32 s. The reconstructed samples effectively retained the characteristic blocks, response pulses, and energy distribution that symbolize the presence of vibrations. The average correlation coefficients of the three kinds of reconstructed signals with the original samples were 0.88, 0.85, and 0.86, respectively, and then a series of quantitative metrics were designed to evaluate the reconstructing efficiency. We have utilized the neural network trained by the original data to identify the reconstructed samples with an accuracy of over 70%, indicating that the reconstructed samples accurately present the vibration characteristics.

Effect of a fermented milk containing Bifidobacterium lactis DN-173010 on Chinese constipated women.

AIM: To investigate the effect of a fermented milk containing Bifidobacterium lactis DN-173010 and yogurt strains (BIO(R)) on adult women with constipation in Beijing. METHODS: A total of 135 adult females with constipation were randomly allocated to consume for 2 wk either 100 g of the test fermented milk or 100 g of an acidified milk containing non-living bacteria (control). Stool frequency, defecation condition scores, stool consistency and food intake were recorded at baseline and after 1 and 2 wk in an intention-to-treat population of 126 subjects. In parallel, safety evaluation parameters were performed. RESULTS: At baseline, no differences were found between groups. Following consumption of test product, stool frequency was significantly increased after 1 wk (3.5 +/- 1.5 vs 2.4 +/- 0.6, P < 0.01) and 2 wk (4.1 +/- 1.7 vs 2.4 +/- 0.6, P < 0.01), vs baseline. Similarly, after 1 and 2 wk, of test product consumption, defecation condition (1.1 +/- 0.9 vs 1.9 +/- 1.2, P < 0.01 and 0.8 +/- 1.0 vs 1.9 +/- 1.2, P < 0.01, respectively) and stool consistency (1.0 +/- 0.8 vs 1.5 +/- 1.1, P < 0.01 and 0.6 +/- 0.8 vs 1.5 +/- 1.1, P < 0.01, respectively) were significantly improved. Compared with the control group, stool frequency was also significantly increased (3.5 +/- 1.5 vs 2.5 +/- 0.9, P < 0.01 and 4.1 +/- 1.7 vs 2.6 +/- 1.0, P < 0.01, respectively), and defecation condition (1.1 +/- 0.9 vs 1.6 +/- 1.1, P < 0.01 and 0.8 +/- 1.0 vs 1.6 +/- 1.1, P < 0.01, respectively) and stool consistency (1.0 +/- 0.8 vs 1.4 +/- 1.0, P < 0.05 and 0.6 +/- 0.8 vs 1.3 +/- 1.0, P < 0.01, respectively) significantly decreased after 1 and 2 wk of product consumption. During the same period, food intake did not change between the two groups, and safety parameters of the subjects were within normal ranges. CONCLUSION: This study suggests a beneficial effect of a fermented milk containing B. lactis DN-173010 on stool frequency, defecation condition and stool consistency in adult women with constipation constipated women after 1 and 2 wk of consumption.