Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Aliasing01:18

Aliasing

Accurate signal sampling and reconstruction are crucial in various signal-processing applications. A time-domain signal's spectrum can be revealed using its Fourier transform. When this signal is sampled at a specific frequency, it results in multiple scaled replicas of the original spectrum in the frequency domain. The spacing of these replicas is determined by the sampling frequency.
If the sampling frequency is below the Nyquist rate, these replicas overlap, preventing the original signal...
Upsampling01:22

Upsampling

Managing signal sampling rates is essential in digital signal processing to maintain signal integrity. A decimated signal, characterized by a reduced frequency range due to its lower sampling rate, can be upsampled by inserting zeros between each sample. This upsampling process expands the original spectrum and introduces repeated spectral replicas at intervals dictated by the new Nyquist frequency. To refine this zero-inserted sequence, it is passed through a lowpass filter with a cutoff...
Forced Oscillations01:06

Forced Oscillations

When an oscillator is forced with a periodic driving force, the motion may seem chaotic. The motions of such oscillators are known as transients. After the transients die out, the oscillator reaches a steady state, where the motion is periodic, and the displacement is determined.
Discrete Fourier Transform01:15

Discrete Fourier Transform

The Discrete Fourier Transform (DFT) is a fundamental tool in signal processing, extending the discrete-time Fourier transform by evaluating discrete signals at uniformly spaced frequency intervals. This transformation converts a finite sequence of time-domain samples into frequency components, each representing complex sinusoids ordered by frequency. The DFT translates these sequences into the frequency domain, effectively indicating the magnitude and phase of each frequency component present...
Design Example: Underdamped Parallel RLC Circuit01:17

Design Example: Underdamped Parallel RLC Circuit

Consider designing an oscillator circuit, a crucial component in various electronic devices and systems. The objective is to create an oscillator circuit with specific characteristics: a damped natural frequency of 4 kHz and a damping factor of 4 radians per second. To accomplish this, a parallel RLC circuit is employed, known for its ability to sustain oscillations at a resonant frequency. In this case, the damping factor is pivotal in achieving the desired performance.
Starting with a fixed...
Concept of Resonance and its Characteristics01:19

Concept of Resonance and its Characteristics

If a driven oscillator needs to resonate at a specific frequency, then very light damping is required. An example of light damping includes playing piano strings and many other musical instruments. Conversely, to achieve small-amplitude oscillations as in a car's suspension system, heavy damping is required. Heavy damping reduces the amplitude, but the tradeoff is that the system responds at more frequencies. Speed bumps and gravel roads prove that even a car's suspension system is not immune...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

High proportion of peripheral blood and haploidentical stem cell transplantation in Chinese children: a nationwide CCBMTR analysis.

Bone marrow transplantation·2026
Same author

Altered glymphatic-related MRI markers in children with acute lymphoblastic and myeloid leukemia at diagnosis.

Cancer imaging : the official publication of the International Cancer Imaging Society·2026
Same author

Comparative effectiveness of CDK4/6 inhibitor plus endocrine therapy combinations in HR-positive, HER2-negative metastatic breast cancer: the inspiration 01 study.

Frontiers in pharmacology·2026
Same author

A Retrospective Analysis of a Serum Multi-Biomarker (CA153, TSGF, and CYFRA 21-1) Logistic Regression Model for Predicting Pathologic Complete Response to Neoadjuvant Chemotherapy in Breast Cancer.

Breast cancer (Dove Medical Press)·2026
Same author

40 Hz flicker preconditioning protects nonarteritic anterior ischemic optic neuropathy via adenosine signaling.

Communications biology·2026
Same author

Allopurinol Add-on 6-Mercaptopurine Strategy Improves Efficacy and Reduces Toxicity in Pediatric Patients With Acute Lymphoblastic Leukemia.

Clinical pharmacology and therapeutics·2025
Same journal

Correction: Kang et al. Fluid Flow to Electricity: Capturing Flow-Induced Vibrations with Micro-Electromechanical-System-Based Piezoelectric Energy Harvester. <i>Micromachines</i> 2024, <i>15</i>, 581.

Micromachines·2026
Same journal

Femtosecond Laser Texturing of Wood Coatings with Bio-Based Epoxy and Wax Additives for Enhanced Hydrophobicity.

Micromachines·2026
Same journal

Engineering of Optoelectronic Devices for Renewable Energy Applications.

Micromachines·2026
Same journal

Phase Transformation and Electrochemical Behavior of Hexagonal TiO<sub>2</sub> Nanotubes Under Different Annealing Temperatures and Heating Rates.

Micromachines·2026
Same journal

Process Optimization and Predictive Modeling of Femtosecond Laser Precision Milling for Commercial PMMA Slices.

Micromachines·2026
Same journal

A Hybrid Preprocessing Multi-Objective Surrogate Model for Thermal MEMS Actuators.

Micromachines·2026
See all related articles

Related Experiment Video

Updated: Jun 27, 2026

Design and Characterization Methodology for Efficient Wide Range Tunable MEMS Filters
15:25

Design and Characterization Methodology for Efficient Wide Range Tunable MEMS Filters

Published on: February 4, 2018

High-Update-Rate Frequency Readout of Sinusoidal Signals for Silicon Resonant Accelerometers Using Digital

Xiangyu Zhang1,2,3, Libin Huang1,2,3, Song Xue1,2,3

  • 1School of Instrument Science and Engineering, Southeast University, Nanjing 210096, China.

Micromachines
|June 26, 2026
PubMed
Summary
This summary is machine-generated.

This study introduces a new frequency readout method for silicon resonant accelerometers, improving accuracy at high update rates. The novel phase-based approach significantly reduces output bias and frequency variations for precise acceleration measurements.

Keywords:
digital closed-loop phase-frequency lockinghigh-update-rate frequency trackingsilicon resonant accelerometersinusoidal signal readout

More Related Videos

Fabrication and Characterization of High-Q Silicon Nitride Membrane Resonators
09:46

Fabrication and Characterization of High-Q Silicon Nitride Membrane Resonators

Published on: August 8, 2025

Rapid Repetition Rate Fluctuation Measurement of Soliton Crystals in a Microresonator
07:42

Rapid Repetition Rate Fluctuation Measurement of Soliton Crystals in a Microresonator

Published on: December 15, 2021

Related Experiment Videos

Last Updated: Jun 27, 2026

Design and Characterization Methodology for Efficient Wide Range Tunable MEMS Filters
15:25

Design and Characterization Methodology for Efficient Wide Range Tunable MEMS Filters

Published on: February 4, 2018

Fabrication and Characterization of High-Q Silicon Nitride Membrane Resonators
09:46

Fabrication and Characterization of High-Q Silicon Nitride Membrane Resonators

Published on: August 8, 2025

Rapid Repetition Rate Fluctuation Measurement of Soliton Crystals in a Microresonator
07:42

Rapid Repetition Rate Fluctuation Measurement of Soliton Crystals in a Microresonator

Published on: December 15, 2021

Area of Science:

  • Sensor Technology
  • Signal Processing
  • Microelectromechanical Systems (MEMS)

Background:

  • Silicon resonant accelerometers provide acceleration data via frequency shifts in sinusoidal outputs.
  • Conventional readout methods face quantization errors at high update rates due to timing limitations.

Purpose of the Study:

  • To develop and evaluate a high-update-rate frequency readout method for sinusoidal resonant signals.
  • To overcome the limitations of conventional counting-based readout techniques.

Main Methods:

  • A novel frequency reconstruction method using quadrature demodulation and phase extraction from the sinusoidal signal.
  • Implementation of a Phase-Locked Loop (PLL) and Frequency-Locked Loop (FLL) cooperative loop on a Zynq-7020 platform for signal acquisition.
  • Prototype-level evaluation focusing on readout principle and FPGA implementation.

Main Results:

  • The proposed method demonstrates a lower theoretical quantization limit compared to synchronous multi-cycle counting at 1 kHz update rate.
  • Reduced standard deviation of zero-bias output from 4.1 μg to 2.4 μg over a 1800-5400 s period.
  • Decreased frequency-difference peak-to-peak value from 0.03743 Hz to 0.02410 Hz under steady-state conditions.

Conclusions:

  • The developed phase-based readout method is feasible and valuable for high-update-rate applications.
  • The method effectively reduces noise and improves the stability of resonant accelerometer outputs.
  • This advancement supports more accurate acceleration sensing in demanding applications.