Journal
SENSORS
Volume 21, Issue 13, Pages -Publisher
MDPI
DOI: 10.3390/s21134299
Keywords
fiber Bragg gratings; TDM-FBG; Golay codes; moving average; moving median; Savitzky-Golay; signal to noise ratio
Funding
- Universiti Kebangsaan Malaysia (UKM) through the Geran Universiti Penyelidikan [GUP 2019-024]
- Ministry of Higher Education of Malaysia [FRGS/1/2019/TK04/UKM/02/2, MI-2020-001]
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The study demonstrates that using Golay complementary pairs encoding in TDM-FBG sensors can significantly improve signal-to-noise ratio, but the unipolar form of Golay coding has performance issues, prompting the proposal and implementation of digital filtering techniques to alleviate these limitations. Experimentally, moving averages, Savitzky-Golay, and moving median filters were applied to process signals, with the moving median filter proving to be the most effective in signal shape, transition time, SNIR, and spatial resolution.
For almost a half-decade, the unique autocorrelation properties of Golay complementary pairs (GCP) have added a significant value to the key performance of conventional time-domain multiplexed fiber Bragg grating sensors (TDM-FBGs). However, the employment of the unipolar form of Golay coded TDM-FBG has suffered from several performance flaws, such as limited improvement of the signal-to-noise ratio (SNIR), noisy backgrounds, and distorted signals. Therefore, we propose and experimentally implement several digital filtering techniques to mitigate such limitations. Moving averages (MA), Savitzky-Golay (SG), and moving median (MM) filters were deployed to process the signals from two low reflectance FBG sensors located after around 16 km of fiber. The first part of the experiment discussed the sole deployment of Golay codes from 4 bits to 256 bits in the TDM-FBG sensor. As a result, the total SNIR of around 8.8 dB was experimentally confirmed for the longest 256-bit code. Furthermore, the individual deployment of MA, MM, and SG filters within the mentioned decoded sequences secured a further significant increase in SNIR of around 4, 3.5, and 3 dB, respectively. Thus, the deployment of the filtering technique alone resulted in at least four times faster measurement time (equivalent to 3 dB SNIR). Overall, the experimental analysis confirmed that MM outperformed the other two techniques in better signal shape, fastest signal transition time, comparable SNIR, and capability to maintain high spatial resolution.
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