Compressed sensing in the far-field of the spatial light modulator in high noise conditions
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-97072-2
Abstract: Single-pixel imaging techniques as an alternative to focal-plane detector arrays are being widely investigated. The interest in these single-pixel techniques is partly their compatibility with compressed sensing but also their applicability to spectral regions where… read more here.
Keywords: spatial light; high noise; compressed sensing; far field ... See more keywords
High-Noise Asymptotics of the Ziv-Zakai Bound
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3203908
Abstract: The Ziv-Zakai bound is a well-known lower bound on the minimum mean squared error. This article analyzes the performance of this bound in the practically relevant high-noise regime for a broad family of observation models.… read more here.
Keywords: bound; ziv zakai; high noise; zakai bound ... See more keywords
Filtering Out High Noise Data for Distributed Deep Neural Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2022.3208027
Abstract: Artificial intelligence-based cyber-physical systems (CPS) applications have been spread across various fields such as smart cities, medical services, and industrial controls. When CPS devices are connected to a cloud server, big data streams generated by… read more here.
Keywords: noise data; high noise; cloud; cyber physical ... See more keywords
Using logistic regression classification for mitigating high noise-ratio advisement light-panel in rolling-shutter based visible light communications.
Sign Up to like & getrecommendations! Published in 2019 at "Optics express"
DOI: 10.1364/oe.27.029924
Abstract: We propose and experimentally demonstrated a light-panel and image sensor based visible light communication (VLC) system using machine learning (ML) algorithm. The ML algorithm is compared with the traditional demodulation scheme and the experimental results… read more here.
Keywords: light panel; high noise; visible light; based visible ... See more keywords