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Due to these improvements, ISM achieved more precise and more stable detection.
The objective is to demonstrate that serial structure has more stable detection performance than the parallel structure in the presence of a vast number of failed sensors.
Later, [8] proposed a more stable detection statistic, the peak-to-correlation energy measure (PCE), to suppress periodic noise contamination and enhance CSI performance.
In order to demonstrate the more stable detection performance of the serial structure, we also extend ELRT to noisy channels and derive the corresponding fusion rule in the same scenario which we call parallel rule (PR).
For SR, each sensor in the serial structure makes a decision according to the bit transmitted from the previous sensor and the state (partially disable or normal) of the previous sensor, and due to this cooperative detection, SR has more stable detection performance even in the presence of a large number of failed sensors at high time.
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It is also interesting to notice that by averaging features, more stable and robust spoofing detection performance is achieved on both databases.
More importantly, they were found to produce a more stable and reproducible fluorescence detection system for our purposes.
Based on an improved learning mechanism, TLD [34] constantly updates the feature points of the tracking module and the target model of the detection module, making detection and tracking more stable and reliable.
The peptide beacon structure of DP-3 makes it more stable and capable of achieving multianalyte detection, especially for sulfide ions.
More stable RF generators, improved spectrometers and detection systems were designed along with the achievements gained from advanced microelectronics, leading to overall greatly improved analytical performance of such instruments.
Another 10 µl of medium was transferred into 300 µl of internal standard solution without formic acid and 90 µl of MeOH for MTIC and AIC detection which are more stable at alkaline pH.
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