MR‐DCAE: Manifold regularization‐based deep convolutional autoencoder for unauthorized broadcasting identification

Q Zheng, P Zhao, D Zhang… - International Journal of …, 2021 - Wiley Online Library
Nowadays, radio broadcasting plays an important role in people's daily life. However,
unauthorized broadcasting stations may seriously interfere with normal broadcastings and …

A survey on spectrum management for unmanned aerial vehicles (UAVs)

MA Jasim, H Shakhatreh, N Siasi, AH Sawalmeh… - IEEE …, 2021 - ieeexplore.ieee.org
The operation of unmanned aerial vehicles (UAV) imposes various challenges on radio
spectrum management to achieve safe operation, efficient spectrum utilization, and …

Nonintrusive appliance load monitoring for smart homes: Recent advances and future issues

L Yu, H Li, X Feng, J Duan - IEEE Instrumentation & …, 2016 - ieeexplore.ieee.org
In recent years, as Cloud Computing and Internet of Things (IoT) technologies develop
rapidly, smart home technology has entered a new stage: smart electric power usage, which …

State of the art and challenges of radio spectrum monitoring in China

QN Lu, JJ Yang, ZY **, DZ Chen, M Huang - Radio Science, 2017 - Wiley Online Library
This paper provides an overview of radio spectrum monitoring in China. First, research
background, the motivation is described and then train of thought, the prototype system, and …

IoT-enabled machine learning for an algorithmic spectrum decision process

L Li, A Ghasemi - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
This paper investigates a data centric approach for future regulatory spectrum management
(SM). Spectrum sensing data are collected by a spectrum environment awareness system …

FPGA-assisted real-time RF wireless data analytics system: Design, implementation, and statistical analyses

Z Khan, JJ Lehtomäki - IEEE Access, 2019 - ieeexplore.ieee.org
A wide range of new ultra reliable low latency communication (URLLC) applications in next
generation (NG) wireless systems demand real-time radio frequency (RF) data analytics of …

AAL and ELE platform architecture

RI Goleva, NM Garcia, CX Mavromoustakis… - Ambient assisted living …, 2017 - Elsevier
The aim of this chapter is to present the Ambient Assisted Living/Enhanced Living
Environment (AAL/ELE) platform architecture that is an open system for internetworking and …

FM broadcast monitoring using artificial intelligence

M Huang, DR Yang, D Zhu, MX Yang, JJ Yang - Radio Science, 2020 - ieeexplore.ieee.org
In recent decades, artificial intelligence has demonstrated successful applications in
computer vision and natural language processing due to its breakthrough performance. In …

A cloud-based spectrum environment awareness system

L Li, D Boudreau, R Paiement, I Labbe… - 2017 IEEE 28th …, 2017 - ieeexplore.ieee.org
This work presents a cloud-based and bigdata analytics enabled Spectrum Environment
Awareness (SEA) system, including its architecture and an initial system prototype …

[PDF][PDF] Web solutions for remote control and visualization of the electromagnetic spectrum provided by sensors based on SDR

M ȘORECĂU, E ȘORECĂU, A SÂRBU… - International Conference …, 2022 - sciendo.com
In this article, we present the implementation of a Software Defined Radio (SDR) remote
sensor management solution for electromagnetic spectrum monitoring using web interfaces …