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

Impression Management Techniques IV: Altercasting01:14

Impression Management Techniques IV: Altercasting

111
Altercasting is a strategic communication technique in which an individual imposes a specific identity or social role onto another person to influence their behavior and shape the interaction. By presuming a role—such as “responsible leader” or “patient person”—altercasting encourages the target to conform to that identity, often aligning their behavior with the expectations associated with the role. The power of this tactic lies in its subtlety; once a role...
111
Channels of Non-Verbal Communication01:28

Channels of Non-Verbal Communication

207
Non-verbal communication plays a critical role in human interaction, influencing how individuals perceive emotions and psychological states. It operates through four primary channels: facial expressions, eye contact, body language, and touch. These non-verbal cues help convey meaning beyond spoken language and are often culturally influenced.Facial Expressions and Emotional RecognitionFacial expressions are among the most powerful and universal forms of non-verbal communication. Research has...
207

You might also read

Related Articles

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

Sort by
Same author

Advances in Cell Signaling Pathways: A Comprehensive Review

Journal of Cellular Biology·2024
Same author

Novel Approaches to Tissue Engineering and Regenerative Medicine

Nature Methods·2023
Same author

Understanding Molecular Mechanisms in Disease Progression

Cell Reports·2023
Same author

Genomic Profiling Reveals New Biomarkers for Early Diagnosis

Nature Genetics·2023
Same author

CRISPR-Based Screening Identifies Key Regulators of Cell Growth

Cell Reports·2022
Same author

Structural Insights into Membrane Protein Function

Journal of Cellular Biology·2022

Related Experiment Video

Updated: Dec 12, 2025

Author Spotlight: Deciphering the Cognitive and Neural Mechanisms of Gesture in Communication
07:18

Author Spotlight: Deciphering the Cognitive and Neural Mechanisms of Gesture in Communication

Published on: January 26, 2024

1.2K

Recognizing Non-Collaborative Radio Station Communication Behaviors Using an Ameliorated LeNet.

Zilong Wu1, Hong Chen1, Yingke Lei1

  • 1College of Electronic Countermeasures, National University of Defense Technology, Hefei 230037, China.

Sensors (Basel, Switzerland)
|August 7, 2020
PubMed
Summary

This study enhances a LeNet algorithm using bispectral features for recognizing non-collaborative short-wave radio communication behaviors. The improved method achieves high accuracy, outperforming other algorithms with reduced training time.

Keywords:
bispectrum estimationcommunication behaviorsconvolutional neural network (CNN)short-wave radio stationsignal recognition

More Related Videos

Using Pharmacological Manipulation and High-precision Radio Telemetry to Study the Spatial Cognition in Free-ranging Animals
08:28

Using Pharmacological Manipulation and High-precision Radio Telemetry to Study the Spatial Cognition in Free-ranging Animals

Published on: November 6, 2016

7.0K
Assessment of Social Cognition in Non-human Primates Using a Network of Computerized Automated Learning Device ALDM Test Systems
08:42

Assessment of Social Cognition in Non-human Primates Using a Network of Computerized Automated Learning Device ALDM Test Systems

Published on: May 5, 2015

12.5K

Related Experiment Videos

Last Updated: Dec 12, 2025

Author Spotlight: Deciphering the Cognitive and Neural Mechanisms of Gesture in Communication
07:18

Author Spotlight: Deciphering the Cognitive and Neural Mechanisms of Gesture in Communication

Published on: January 26, 2024

1.2K
Using Pharmacological Manipulation and High-precision Radio Telemetry to Study the Spatial Cognition in Free-ranging Animals
08:28

Using Pharmacological Manipulation and High-precision Radio Telemetry to Study the Spatial Cognition in Free-ranging Animals

Published on: November 6, 2016

7.0K
Assessment of Social Cognition in Non-human Primates Using a Network of Computerized Automated Learning Device ALDM Test Systems
08:42

Assessment of Social Cognition in Non-human Primates Using a Network of Computerized Automated Learning Device ALDM Test Systems

Published on: May 5, 2015

12.5K

Area of Science:

  • Signal Processing
  • Machine Learning
  • Radio Communications

Background:

  • Non-collaborative short-wave radio communication behavior recognition is challenging.
  • Existing methods may lack efficiency or accuracy.

Purpose of the Study:

  • To improve a LeNet algorithm for recognizing radio communication behaviors.
  • To leverage bispectral features for enhanced signal analysis.

Main Methods:

  • Analyzed mapping between burst waveforms and communication behaviors.
  • Extracted bispectral features from simulated signals for LeNet input.
  • Optimized LeNet structure and convolutional kernel size.
  • Utilized improved bispectral estimation and LeNet for recognition.

Main Results:

  • Achieved recognition accuracies of 81.5% (8 dB SNR), 94.5% (10 dB SNR), and 99.3% (15 dB SNR).
  • Demonstrated lower training time cost compared to other algorithms.
  • Showcased higher recognition accuracy than existing methods.

Conclusions:

  • The improved bispectral LeNet algorithm effectively recognizes radio communication behaviors.
  • The proposed method offers practical advantages in accuracy and efficiency.
  • This approach holds significant value for radio signal analysis and intelligence.