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[HTML][HTML] LLR estimation using machine learning
Many decoders of error-correcting codes use the Log-Likelihood Ratio (LLR) as an input,
which involves the probability density function (pdf) of the noise. In impulsive noise, the pdf …
which involves the probability density function (pdf) of the noise. In impulsive noise, the pdf …
An LLR-based receiver for mitigating bursty impulsive noise with unknown distributions
The rapid expansion of Internet of Things (IoT) networks has paved the way for their
integration into mission-critical applications requiring secure and reliable monitoring, such …
integration into mission-critical applications requiring secure and reliable monitoring, such …
[PDF][PDF] Unsupervised Log-Likelihood Ratio Estimation for Short Packets in Impulsive Noise.
Impulsive noise, where large amplitudes arise with a relatively high probability, arises in
many communication systems including interference in Low Power Wide Area Networks. A …
many communication systems including interference in Low Power Wide Area Networks. A …
Robust communication systems in unknown environments
Y Mestrah - 2019 - hal.science
Future networks will become more dense and heterogeneous due to the inevitable increase
in the number of communicated devices and the coexistence of numerous independent …
in the number of communicated devices and the coexistence of numerous independent …
On the performance of ECF-based multi-threshold receiver in NOMA systems for vehicular communications with unknown impulsive noise
In this paper, we derive an analytical expression for the bit error probability of a multi-
threshold (MTh) detector in the downlink three-user non-orthogonal multiple access (NOMA) …
threshold (MTh) detector in the downlink three-user non-orthogonal multiple access (NOMA) …
Isotropic and Non-Isotropic Signaling in Multivariate α-Stable Noise
M Egan - Frontiers in Communications and Networks, 2021 - frontiersin.org
A wide range of communication systems are corrupted by non-Gaussian noise, ranging from
wireless to power line. In some cases, including interference in uncoordinated OFDM-based …
wireless to power line. In some cases, including interference in uncoordinated OFDM-based …
Simplification of probability density function using trapezoidal method in impulsive noise
L Mostari, A Goupil… - … in Engineering and …, 2024 - ojs.studiespublicacoes.com.br
In environments characterized by impulsive noise, the probability density function (pdf) of
noise is inaccessible in closed form and can only be obtained through complex numerical …
noise is inaccessible in closed form and can only be obtained through complex numerical …
Efficient LLR approximation using machine learning in symmetric-alpha-stable channels
L Mostari, A Goupil… - … in Engineering and …, 2024 - ojs.studiespublicacoes.com.br
In environments characterized by impulsive noise, such as Symmetric-α-Stable (SαS)
channels, the channel parameters α and γ need to be fixed to approximate the Log …
channels, the channel parameters α and γ need to be fixed to approximate the Log …
Joint estimation and decoding algorithm for LDPC code in different impulsive noise channel
C Xu, H Zhao, L Zhao - 2022 IEEE Wireless Communications …, 2022 - ieeexplore.ieee.org
This paper presents a joint estimation and decoding algorithm for decoding over different
impulsive noise in practical use, as the state of most impulsive noise changes rapidly in the …
impulsive noise in practical use, as the state of most impulsive noise changes rapidly in the …
[PDF][PDF] D4. 1-PRELIMINARY RESULTS ON THE MANAGEMENT OF RADIO RESOURCES IN SUBNETWORKS IN THE PRESENCE OF LEGITIMATE AND MALICIOUS …
SH AAU, GB AAU, RA AAU, PM de Sant - 6gshine.eu
This deliverable presents an initial description of the radio resource management (RRM)
solutions for dense in-X subnetworks studied in 6G-SHINE, including preliminary results …
solutions for dense in-X subnetworks studied in 6G-SHINE, including preliminary results …