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Statistical adaptive sensing by detectors with spectrally overlapping bands
Unal Sakoglu1, Majeed M Hayat, J Scott Tyo
1Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, New Mexico 87131, USA. sakoglu@ece.unm.edu
This study presents a noise-robust spectral-tuning algorithm for combining multiple photodetectors. The enhanced method optimizes detector responses while mitigating performance degradation caused by photocurrent noise.
Area of Science:
- Optoelectronics
- Quantum Engineering
- Signal Processing
Background:
- Spectral-tuning algorithms combine photodetector photocurrents to synthesize arbitrary responsivity.
- Photocurrent noise significantly degrades the performance of existing spectral-tuning algorithms.
- Quantum-dot mid-infrared detectors exhibit bias-dependent spectral responses.
Purpose of the Study:
- To generalize the spectral-tuning algorithm to effectively accommodate noise.
- To improve the performance of spectral-tuning algorithms in the presence of noise.
- To apply the noise-robust algorithm to quantum-dot mid-infrared detectors.
Main Methods:
- Developed a generalized spectral-tuning algorithm incorporating noise accommodation.
- Applied the algorithm to quantum-dot mid-infrared detectors with varying spectral responses.
- Utilized simulation and experimental validation to assess the algorithm's effectiveness.
Main Results:
- The generalized algorithm effectively reduces the adverse impact of noise on spectral-tuning.
- Demonstrated successful synthesis of arbitrary detector responsivity even with noisy photocurrents.
- Validated the algorithm's performance on quantum-dot mid-infrared detectors.
Conclusions:
- The noise-robust spectral-tuning algorithm enhances the reliability of synthesized detector responses.
- This advancement is particularly beneficial for applications involving noisy photocurrents, such as in quantum-dot detectors.
- The generalized algorithm offers a significant improvement for spectral-tuning capabilities in optoelectronic systems.
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