Android malware detection method based on naive Bayes and permission correlation algorithm

F Shang, Y Li, X Deng, D He - Cluster Computing, 2018 - Springer
In order to detect Android malware more effectively, an Android malware detection model
was proposed based on improved naive Bayes classification. Firstly, considering the …

Deep learning aided LLR correction improves the performance of iterative MIMO receivers

J Chen, TY Wang, JY Wu, CP Li, SX Ng… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
A Deep Learning (DL) aided Logarithmic Likelihood Ratio (LLR) correction method is
proposed for improving the performance of Multiple-Input Multiple-Output (MIMO) receivers …

The physical layer for low power wide area networks: a study of combined modulation and coding associated with an iterative receiver

Y Roth - 2017 - hal.science
More than 10% of the Internet-of-Things (IoT) connections are expected to be realized
through Low Power Wide Area (LPWA) networks, representing several billions of connected …

A novel scaling and early stopping mechanism for LTE turbo code based on regression analysis

TP Fowdur, Y Beeharry, KMS Soyjaudah - Annals of Telecommunications, 2016 - Springer
In this paper, a new extrinsic information scaling and early stopping mechanism for long
term evolution (LTE) turbo code is proposed. A scaling factor is obtained by computing the …

Attenuation Factor approach to minimize the correlation effect in Soft Output Viterbi Algorithm

V Aarthi, VRS Dhulipala, P Rangababu - Physical Communication, 2020 - Elsevier
Prominent turbo decoding algorithms used for wireless applications are Maximum A
posteriori Probability (MAP) and Soft Output Viterbi Algorithm (SOVA). These algorithms are …

Performance improvement of radio-wave encrypted MIMO communications using average LLR clipping

M Okumura, K Asano, T Abe, E Okamoto… - IEICE Transactions …, 2022 - search.ieice.org
In recent years, there has been significant interest in information-theoretic security
techniques that encrypt physical layer signals. We have proposed chaos modulation, which …

Half-iteration early termination of turbo decoding

M AlMahamdy, J Dill - 2017 IEEE 7th Annual Computing and …, 2017 - ieeexplore.ieee.org
Early stopping (ES) methods reduce the average number of iterations required for decoding
turbo codes. These methods monitor the generated outputs along the iterations to terminate …

Sum-Log Stopping Criterion for Log-MAP Turbo Decoding.

A Ouardi - Advances in Electrical & Computer Engineering, 2023 - search.ebscohost.com
This article presents a new stopping criterion for the logarithmic-maximum a posteriori (Log-
MAP) turbo decoding. This method is inspired from the recent stopping criterion Sum alpha …

Min-sum decoding of irregular LDPC codes with adaptive scaling based on mutual information

F Alberge - 2016 9th International Symposium on Turbo Codes …, 2016 - ieeexplore.ieee.org
Min-Sum decoding (MS) is an alternative to belief propagation decoding with substantially
lower complexity. MS often results in an overestimation of the log likelihood ratio (LLR) in …

Early termination of turbo decoding by identification of undecodable blocks

M AlMahamdy, J Dill - 2017 IEEE Wireless Communications …, 2017 - ieeexplore.ieee.org
In pursuing of optimizing the performance of the Turbo decoding, early stopping (ES) rules
are deployed to reduce decoding latency and save resources. The aim of these rules is the …