Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

373
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence of...
373

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

A Solar Array Temperature Multivariate Trend Forecasting Method Based on the CA-PatchTST Model.

Sensors (Basel, Switzerland)·2025
Same author

DualBranch-AMR: A Semi-Supervised AMR Method Based on Dual-Student Consistency Regularization with Dynamic Stability Evaluation.

Sensors (Basel, Switzerland)·2025
Same author

FedeAMR-CFF: A Federated Automatic Modulation Recognition Method Based on Characteristic Feature Fine-Tuning.

Sensors (Basel, Switzerland)·2025
Same author

Multi-representation domain attentive contrastive learning based unsupervised automatic modulation recognition.

Nature communications·2025
Same author

Discovery of fruquintinib, a potent and highly selective small molecule inhibitor of VEGFR 1, 2, 3 tyrosine kinases for cancer therapy.

Cancer biology & therapy·2014
Same author

A gene cluster encoding lectin receptor kinases confers broad-spectrum and durable insect resistance in rice.

Nature biotechnology·2014
Same journal

Enhancing Unsupervised Multi-Source Domain Adaptation for Person Re-Identification via Mixture of Experts and Graph-Based Relation.

Sensors (Basel, Switzerland)·2026
Same journal

Development of an Instrumented Glove for Palmar Pressure Assessment in Kayakers.

Sensors (Basel, Switzerland)·2026
Same journal

Development and Experimental Validation of an Autonomous IoT-Based Monitoring System for Real-Time Water Quality Assessment in the Amazon River.

Sensors (Basel, Switzerland)·2026
Same journal

Semi-Supervised Adversarial Learning Framework for Controller Area Network Bus Intrusion Detection.

Sensors (Basel, Switzerland)·2026
Same journal

Smart Optimization Method for Safety Signs in Innovative Manufacturing Environments Integrating Industrial Field IoT Sensors and Knowledge Graphs.

Sensors (Basel, Switzerland)·2026
Same journal

Three-Dimensional Modeling and Performance Analysis of Dynamic mmWave V2I Networks Based on Stochastic Geometry.

Sensors (Basel, Switzerland)·2026
查看所有相关文章

相关实验视频

Updated: Jan 9, 2026

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
05:48

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

2.0K

MLD-Net:用于自动调制识别的多层次知识蒸网络.

Xihui Zhang1, Linrun Zhang2, Meng Zhang1

  • 1Southwest China Institute of Electronic Technology, Chengdu 610036, China.

Sensors (Basel, Switzerland)
|December 11, 2025
PubMed
概括
此摘要是机器生成的。

本研究介绍了MLD-Net,这是一种用于自动调制识别 (AMR) 的轻量级深度学习模型. 它实现了最先进的性能,显著减少了智能无线系统的计算需求.

关键词:
改革者是一个改革者.自动调制识别自动调制识别对于通信的深度学习.知识的蒸知识的蒸.

更多相关视频

Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
12:55

Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties

Published on: September 27, 2020

8.9K

相关实验视频

Last Updated: Jan 9, 2026

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
05:48

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

Published on: August 9, 2024

2.0K
Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
12:55

Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties

Published on: September 27, 2020

8.9K

科学领域:

  • 无线通信无线通信
  • 机器学习 机器学习
  • 信号处理 信号处理

背景情况:

  • 自动调制识别 (AMR) 对智能无线系统至关重要.
  • 针对AMR的高性能深度学习模型是计算密集的,需要大量的内存.
  • 对于无线通信的边缘部署,需要有效的AMR模型.

研究的目的:

  • 使用知识蒸开发一种轻量级但强大的AMR模型.
  • 解决现有的深度学习AMR解决方案的计算和内存限制.
  • 为了在边缘设备上有效部署先进的AMR功能.

主要方法:

  • 提出了一个多层次知识蒸网络 (MLD-Net).
  • 作为一名老师,利用了大型的变压器网络,作为一名学生,利用了紧的变压器网络.
  • 实现跨输出,功能和注意力级别的知识传输.

主要成果:

  • 在RML2016.10a数据集上,MLD-Net实现了最先进的性能.
  • 该模型在各种信号噪声比率上显著优于基线模型.
  • 与传统模型相比,MLD-Net需要很少的参数.

结论:

  • MLD-Net有效地创建了轻量级和高效的AMR网络.
  • 多层次的知识蒸策略提高了学生的模型表现.
  • 拟议的方法适用于智能无线通信的边缘部署.