Domain adaptive adversarial defense method for automatic modulation classification
Deep learning-based automatic modulation classification (AMC) models are vulnerable to adversarial example attacks, posing severe adversarial security threats in practical scenarios characterized by dynamic channel conditions and limited availability of ...
Yang Yandie +5 more
doaj
DFENet: A diverse feature extraction neural network for improving automatic modulation classification accuracy in wireless communication systems. [PDF]
Le HK, Hoang VP, Doan VS.
europepmc +1 more source
Auditory–Tactile Congruence for Synthesis of Adaptive Pain Expressions in RoboPatients
In this work, we explore auditory–tactile congruence for synthesizing adaptive vocal pain expressions in robopatients. Using a robopatient platform that integrates vocal pain sounds with palpation forces, we conducted 7680 trials across 20 participants.
Saitarun Nadipineni +4 more
wiley +1 more source
Automatic modulation classification method using fixed K-means algorithm for feature clustering processing. [PDF]
Yuan L, Chen Y.
europepmc +1 more source
Waveguide Photoactuators: Materials, Fabrication, and Applications
Waveguide photoactuators convert guided light into mechanical motion. Their tethered‐flexible design enables minimally invasive surgery and confined‐space robotics. This review aims to guide materials selection, device design, and system integration, accelerating the transition of waveguide photoactuators from laboratory prototypes to versatile ...
Minjie Xi +4 more
wiley +1 more source
Cloud-enabled automatic modulation classification using deep feature fusion and Moth-Flame Optimized ELM approach. [PDF]
Sahu PC +6 more
europepmc +1 more source
Compliant Pneumatic Feet with Real‐Time Stiffness Adaptation for Humanoid Locomotion
A compliant pneumatic foot with real‐time variable stiffness enables humanoid robots to adapt to changing terrains. Using onboard vision and pressure control, the foot modulates stiffness within each gait cycle, reducing impact forces and improving balance. The design, cast in soft silicone with embedded air chambers and Kevlar wrapping, offers durable,
Irene Frizza +3 more
wiley +1 more source
Differentiated Embedded Pilot Assisted Automatic Modulation Classification for OTFS System: A Multi-Domain Fusion Approach. [PDF]
Liu Z, Zhang B, Luo H, He H.
europepmc +1 more source
This study explores how information processing is distributed between brains and bodies through a codesign approach. Using the “backpropagation through soft body” framework, brain–body coupling agents are developed and analyzed across several tasks in which output is generated through the agents’ physical dynamics.
Hiroki Tomioka +3 more
wiley +1 more source

