[PDF][PDF] A novel deep CNN-RNN approach for real-time impulsive sound detection to detect dangerous events

N Smailov, Z Dosbayev, N Omarov… - … Journal of Advanced …, 2023 - researchgate.net
In this research paper, we presented a novel approach to detect impulsive sounds in real-
time using a combination of Deep CNN and RNN architectures. The proposed approach …

Adaptive impulsive noise suppression: A deep learning-based parameters estimation approach

Y He, C Zou, D Li, R Yao, F Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In order to obtain favorable communication performance, impulsive noise needs to be
suppressed which is a major interference in scenarios such as broadcasting system and …

Physical Layer Security for L-Band Digital Aeronautical Communication System with Interference Mitigation

L Qian, H Xu, L Wang, D Wang, X Liu, B Shi - Electronics, 2023 - mdpi.com
As one of the main candidates for future civil aviation communications systems, the L-band
digital aeronautical communication system (L-DACS) is expected to achieve secure and …

A non-gaussianity-aware receiver for impulsive noise mitigation in underwater communications

H Li, Y Dong, C Gong, Z Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Impulsive noise significantly deteriorates the performance of orthogonal frequency-division
multiplexing (OFDM)-based underwater acoustic (UWA) communication systems. The pulse …

Performance of polar codes with low complexity cyclic redundancy check aided bit‐flipping for successive cancellation list decoding over power line channels

Y Zhou, Y Li, S Zhao, F Gao, C Zhou… - International Journal of …, 2024 - Wiley Online Library
Power lines have complex transmission characteristics and noise interference when used as
information transmission channel, thus limiting their data‐carrying rate and reliability …

Mitigating impulsive noise in airborne PLC: Introducing the S-SAMP-PV algorithm for MIMO OFDM systems

R Yan, Q Li, H Xiong - Signal Processing, 2025 - Elsevier
Abstract Power Line Communication (PLC) offers an efficient solution for data transmission
over electrical power lines, presenting a promising avenue for in-flight communication in …

Statistical analysis of the Middleton Class-A noise effects on multi-carrier OFDM-based communication system

F Rouissi, AJH Vinck, A Ghazel - Telecommunication Systems, 2023 - Springer
This paper addresses the effects of Middleton Class-A noise on a binary OFDM-based
communication system and proposes a full theoretical study of its statistics. The simulation …

Middleton's class a noise parameter estimator

LA Rabioglio, MC Cebedio, JC Moreira… - IEEE Embedded …, 2022 - ieeexplore.ieee.org
For the development of communication systems that intend to be based on the cognitive
radio paradigm, it is of vital importance to obtain the characteristics of the communication …

Design of OFDM‐based two‐wire bus communication system for fire safety

Y Zhao, Z Ou, Y Xue, C Wang… - International Journal of …, 2024 - Wiley Online Library
Intelligent fire safety systems place higher demands on the speed and reliability of data
communication between sensors, controllers, and other devices. The two‐wire bus has …

Impulsive noise parameter estimation: A deep CNN-LSTM network approach

A Isac, B Selim, Z Sobhanigavgani… - 2021 4th …, 2021 - ieeexplore.ieee.org
Impulsive noise is a widespread phenomenon that can hinder the performance of wireless
communication systems, especially given the wireless medium's dynamic channel …