Compressed sensing on displacement signals measured with optical coherence tomography.

Biomed Opt Express

Department of Electrical Engineering, Columbia University, 500 W. 120th St., Mudd 1310, New York, NY 10027, USA.

Published: November 2023

Optical coherence tomography (OCT) is capable of angstrom-scale vibrometry of particular interest to researchers of auditory mechanics. We develop a method for compressed sensing vibrometry using OCT that significantly reduces acquisition time for dense motion maps. Our method, based on total generalized variation with uniform subsampling, can reduce the number of samples needed to measure motion maps by a factor of ten with less than 5% normalized mean square error when tested on a diverse set of measurements from the gerbil cochlea. This opens up the possibility for more complex experiments for cochlear mechanics.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10659783PMC
http://dx.doi.org/10.1364/BOE.503168DOI Listing

Publication Analysis

Top Keywords

compressed sensing
8
optical coherence
8
coherence tomography
8
motion maps
8
sensing displacement
4
displacement signals
4
signals measured
4
measured optical
4
tomography optical
4
tomography oct
4

Similar Publications

Evaluating the Performance Characteristics of Pressure Monitoring Systems.

Sensors (Basel)

January 2025

Skin Sensing Research Group, School of Health Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton SO17 1HE, UK.

Measuring interface pressure is currently used in a variety of settings, e.g., automotive or clinical, to evaluate pressure distribution at support surface interfaces.

View Article and Find Full Text PDF

A New Approach to Non-Invasive Microcirculation Monitoring: Quantifying Capillary Refill Time Using Oximetric Pulse Waves.

Sensors (Basel)

January 2025

Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, 168 Litang Road, Changping District, Beijing 102218, China.

(1) Background: To develop a novel capillary refill time measurement system and evaluate its reliability and reproducibility. (2) Methods: Firstly, the utilization of electromagnetic pressure technology facilitates the automatic compression and instantaneous release of the finger. Secondly, the employment of pressure sensing technology and photoelectric volumetric pulse wave analysis technology enables the dynamic monitoring of blood flow in distal tissues.

View Article and Find Full Text PDF

General matrix multiplication (GEMM) in machine learning involves massive computation and data movement, which restricts its deployment on resource-constrained devices. Although data reuse can reduce data movement during GEMM processing, current approaches fail to fully exploit its potential. This work introduces a sparse GEMM accelerator with a weight-and-output stationary (WOS) dataflow and a distributed buffer architecture.

View Article and Find Full Text PDF

Random Frequency Division Multiplexing.

Entropy (Basel)

December 2024

The School of Electric Engineering and Intelligentization, Dongguan University of Technology, Dongguan 523808, China.

In this paper, we propose a random frequency division multiplexing (RFDM) method for multicarrier modulation in mobile time-varying channels. Inspired by compressed sensing (CS) technology which use a sensing matrix (with far fewer rows than columns) to sample and compress the original sparse signal simultaneously, while there are many reconstruction algorithms that can recover the original high-dimensional signal from a small number of measurements at the receiver. The approach choose the classic sensing matrix of CS-Gaussian random matrix to compress the signal.

View Article and Find Full Text PDF

Study on the mechanics and self-sensing properties of ultrahigh-performance shotcrete containing waste glass aggregates.

Sci Rep

January 2025

Research Center of Traffic Disaster Prevention and Mitigation, Jilin Jianzhu University, Jilin Jianzhu University, Xincheng Street, Changchun, 130118, Jilin, China.

To promote the recycling of waste glass and satisfy the demands of environmental sustainability for ultrahigh performance concrete (UHPC), in this study, glass sand was employed to partially or entirely replace machine-made sand, and steel fibres were incorporated to fabricate ultrahigh performance shotcrete (UHPS). The effects of glass sand and steel fibres on the mechanical and electrical properties of composite materials were analysed in this study. Furthermore, alkali‒silica reaction (ASR) tests and microstructural analyses were conducted.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!