A Novel Physical Activity Recognition Approach Using Deep Ensemble Optimized Transformers and Reinforcement Learning
In recent years, human physical activity recognition has increasingly attracted attention from different research fields such as healthcare, computer-human interaction, lifestyle monitoring, […]
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction
Cooperative multi-agent reinforcement learning (MARL) for navigation enables agents to cooperate to achieve their navigation goals. Using emergent communication, agents learn a […]
HRUNet: Assessing Uncertainty in Heart Rates Measured From Facial Videos
Video-based Photoplethysmography (VPPG) offers the capability to measure heart rate (HR) from facial videos. However, the reliability of the HR values extracted […]
Dynamic Sub-THZ Radio Channel Emulation: Principle, Challenges, and Experimental Validation
Sub-terahertz (Sub-THz) technology, as one of the key candidates for the six generation (6G) systems, has attracted increasing attention from academia and […]
Enabling Long-Range Large-Scale Channel Sounding at Sub-THz Bands: Virtual Array and Radio-Over-Fiber Concepts
Sub-terahertz (sub-THz) (i.e., 100–300 GHz) communication is envisaged as one of the key building blocks for future communication systems due to its […]
Coupling machine learning and physical modelling for predicting runoff at catchment scale
In this paper, we present an approach that combines data-driven and physical modelling for predicting the runoff occurrence and volume at catchment […]
Channel Scheduling for IoT Access with Spatial Correlation
Spatially correlated device activation is a typical feature of the Internet of Things (IoT). This motivates the development of channel scheduling (CS) […]
A comprehensive survey on cyber deception techniques to improve honeypot performance
Honeypot technologies are becoming increasingly popular in cybersecurity as they offer valuable insights into adversary behavior with a low rate of false […]
A Wideband Circularly Polarized Antenna with Metasurface Plane for Biomedical Telemetry
This paper presents a metasurface (MS)-based wideband wearable circularly polarized (CP) antenna to communicate with in-body devices. The antenna consists of a […]
Hopping nature of the Hall effect in a samarium nickelate film
We analyzed the temperature dependencies of the DC resistivity and Hall coefficient in thin films of samarium nickelate SmNiO3. A dominating hopping […]