GitHub

A Home Assistant custom integration for controlling universal IR/RF remotes using ESPHome or Tasmota devices via MQTT.

Universal Remote brings seamless integration of IR and RF remote capabilities into Home Assistant. With support for ESPHome and Tasmota-based hardware, this integration allows you to send, receive, ...
IEEE

Parallel FSO-RF Transmissions for High-Throughput Remote Access With Satellite Communications

Abstract: Mixed usage of radio frequency (RF) and free-space optical (FSO) transmissions can improve the reliability and throughput of future satellite communication (Satcom) systems. To overcome the ...
GitHub

RF Spectrum Interference Calculator

A professional RF engineering tool for analyzing interference, harmonics, and intermodulation products across 70+ wireless bands with comprehensive RF system performance analysis.
IEEE

Frequency Spectrum Adaptor for Remote Sensing Image–Text Retrieval

Abstract: Remote sensing image–text retrieval (RSITR) is a critical task that involves parsing the content of remote sensing (RS) images to match semantically relevant text. Existing RSITR methods ...
SciELO

Estimation of soil water content based on simulated multi-spectral broadband reflectance and machine learning

Out-of-bag (OOB) importance analysis was applied to extract feature variables. The nonlinear model random forest (RF) outperforms the linear model for soil water content retrieval. The coupled OOB and ...
Microwaves & RF

Safeguarding the Spectrum from Threats with Software-Defined Radios

Thanks to their agility and resilience, software-defined radios can provide a capable first line of defense against threats to the increasingly crowded electromagnetic spectrum. No longer restricted ...