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. 2025 Nov 21;15:41255. doi: 10.1038/s41598-025-25143-9

Table 6.

Experimental data collection statistics the following comprehensive statistics summarize the experimental data collection results across all sensing modalities, demonstrating the scale, quality, and completeness of the dataset utilized for validating the proposed responsive design methodologies.

Data type Collection duration Data volume Validity rate Noise level Completeness
Visual Streams 4,320 h 2.8 TB 94.2% 15.3 dB SNR 97.8%
Acoustic Data 4,320 h 1.2 TB 91.7% 22.1 dB SNR 95.6%
Environmental 4,320 h 156 GB 98.1% 5.2% deviation 99.2%
Motion Detection 4,320 h 89 GB 96.4% 8.7% false positive 98.5%
Network Metrics 4,320 h 23 GB 99.3% 2.1 ms jitter 99.8%