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The innovation of touch-tone telephony revolutionized the telecommunications industry by replacing the traditional rotary dial with a dual-tone multi-frequency (DTMF) signaling system. This system uses a matrix-style keypad with buttons arranged in four rows and three columns, creating 12 distinct signals each assigned to a pair of frequencies. Each button press results in a simultaneous generation of two sinusoidal tones – one from a low-frequency group (697 to 941 Hz) and one from a...
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Quorum sensing is a mechanism of bacterial communication that enables coordinated gene expression in response to changes in population density. This facilitates collective behaviors that enhance survival, resource acquisition, and ecological adaptation. This process relies on small signaling molecules called autoinducers that accumulate as bacterial populations grow. When a critical threshold concentration of autoinducers is reached, bacterial cells collectively modify gene expression,...
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Perceiving Loudness, Pitch, and Location01:21

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The human brain perceives pitch through two primary mechanisms reflected in place theory and frequency theory. Each mechanism describes how sound waves are interpreted as specific pitches by the brain, offering insights into the intricate processes of auditory perception.
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Echo01:06

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The human ear cannot distinguish between two sources of sound if they happen to reach within a specific time interval, typically 0.1 seconds apart. More than this, and they are perceived as separate sources.
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The Doppler effect has several practical, real-world applications. For instance, meteorologists use Doppler radars to interpret weather events based on the Doppler effect. Typically, a transmitter emits radio waves at a specific frequency toward the sky from a weather station. The radio waves bounce off the clouds and precipitation and travel back to the weather station. The radio frequency of the waves reflected back to the station appears to decrease if the clouds or precipitation are moving...
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Updated: Aug 4, 2025

Wideband Optical Detector of Ultrasound for Medical Imaging Applications
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Ubiquitous WiFi and Acoustic Sensing: Principles, Technologies, and Applications.

Jia-Ling Huang1, Yun-Shu Wang1, Yong-Pan Zou1

  • 1The IoT Research Center, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060 China.

Journal of Computer Science and Technology
|April 5, 2023
PubMed
Summary

Smart sensing uses ubiquitous WiFi and acoustic signals for applications like activity recognition and health monitoring. While promising, these technologies face hardware, robustness, and applicability challenges.

Keywords:
WiFi sensingacoustic sensinghuman activity recognitionhuman-computer interaction

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Area of Science:

  • Ubiquitous computing
  • Wireless sensing technologies

Background:

  • Mobile devices enable pervasive smart sensing, transforming physical environments into digital data.
  • WiFi and acoustic signals offer ubiquitous, zero-hardware-cost sensing solutions.

Purpose of the Study:

  • To provide a comprehensive survey of WiFi and acoustic sensing technologies.
  • To detail underlying principles, proposed technologies, and applications.
  • To discuss open issues and limitations in the field.

Main Methods:

  • Literature review of existing research in WiFi and acoustic sensing.
  • Categorization of sensing applications including human activity recognition, motion tracking, indoor localization, and health monitoring.
  • Analysis of technological principles and practical implementations.

Main Results:

  • WiFi and acoustic sensing enable diverse applications due to their accessibility.
  • Significant advancements have been made in human activity recognition, motion tracking, and health monitoring.
  • Current limitations include hardware constraints, signal robustness, and broad applicability.

Conclusions:

  • WiFi and acoustic sensing represent a promising research direction for novel applications.
  • Further research is needed to overcome existing hardware, robustness, and applicability challenges.
  • Continued development can enhance the potential of these ubiquitous sensing technologies.