Study on coded distributed fast Hadamard transform based non-binary LDPC code decoding algorithm by Rui LIU, Yong LI

“…Despite the excellent error correction performance and burst error resistance capability of non-binary LDPC codes, the complexity of the decoding algorithms hinders their broader application.In the classic FHT-QSPA decoding, the fast Hadamard transform (FHT) and its inverse transform (IFHT) have become the main bottleneck for updating the check nodes.Therefore, a coded distributed FHT scheme based on systematic MDS codes was proposed.In the scheme, the channel probability was modeled by the master node as a matrix and it was segmented, and those sub-matrices were encoded into redundant ones.Then, all the sub-matrices were offloaded to worker nodes to perform parallel FHT and IFHT, and the results were sent back to the master node for the final decoding.By embedding redundant information, the proposed scheme resolved the straggling problem, improving the efficiency, and accelerating the entire decoding process.Comparisons with other coded matrix multiplication schemes, the proposed scheme provides lower encoding complexity, higher numerical accuracy in decoding recovery, and maintains an efficient butterfly operation, effectively reducing the computational complexity of worker nodes.The time comparison and decoding performance analysis reveal that the proposed scheme achieves up to approximately 3.8 times acceleration compared to the traditional single-node FHT scheme, significantly enhances the FHT-QSPA decoding efficiency without affecting the decoding performance.…”
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Timing Recovery Algorithm Selection for Duo-Binary Signal Used in Next Generation 25G-EPON by Junqi Xia, Yingchun Li, Tingting Xu, Jian Chen, Yingxiong Song

“…Both simulation and experiment results show that absolute-law based STR (AL-STR) algorithm has minimum timing jitter and lowest computational complexity for Duo-binary receiver. The jitter of STR caused by the nonideal Duo-binary signal is also investigated by simulating different bandwidths of the commercial 10G optical devices. …”
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Error Analysis and Suppression of Rectangular-Pulse Binary Phase Modulation Technology in an Interferometric Fiber-Optic Sensor by Qian Cheng, Hong Ding, Xianglei Pan, Nan Chen, Wenxu Sun, Zhongjie Ren, Ke Cui

“…The rectangular-pulse binary phase modulation (RPBPM) method is a typical phase-shifting method with the advantages of high efficiency, low complexity, and easy array multiplexing. …”
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Next-Gen Decoding: Non-Binary LDPC Algorithms for Emerging Power Line and Visible Light Communications by Waheed Ullah, Fengfan Yang, Kwonhue Choi, Dushantha Nalin K. Jayakody

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BBDetector: Intelligent border binary detection in IoT device firmware based on a multidimensional feature model. by Shudan Yue, Guimin Zhang, Qingbao Li, Wenbo Zhang, Xiaonan Li, Weihua Jiao

“…Additionally, BBDetector detected 3.25 times and 2.23 times more border binaries in Dataset II than did the state-of-the-art tools Karonte and SaTC, respectively. …”
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A Lower Bound on the Success Probability of Binary Random Linear Network Codes Aided by Noise Decoding by Ioannis Chatzigeorgiou

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Inference in skew generalized t-link models for clustered binary outcome via a parameter-expanded EM algorithm. by Chénangnon Frédéric Tovissodé, Aliou Diop, Romain Glèlè Kakaï

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Digital Spectral Analysis by means of the Method of Averag Modified Periodograms Using Binary-Sign Stochastic Quantization of Signals by V. N. Yakimov

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Assessment of polyvinylpyrrolidone vinyl acetate effect on quercetin properties in binary solid dispersion prepared by hot melt extrussion by A. A. Danilova, K. A. Gusev, N. O. Arkhipova, L. G. Danilov, E. V. Vishnyakov, D. N. Maimistov, E. V. Flisyuk

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Performance Optimization and Comprehensive Analysis of Binary Nutcracker Optimization Algorithm: A Case Study of Feature Selection and Merkle–Hellman Knapsack Cryptosystem by Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam

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A Logarithmic Transfer Function for Binary Swarm Intelligence Algorithms: Enhanced Feature Selection with White Shark Optimizer by Seyma Gules, Alper Kılıç, Mustafa Servet Kiran, Mesut Gunduz

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Stochastic Travelling Advisor Problem Simulation with a Case Study: A Novel Binary Gaining-Sharing Knowledge-Based Optimization Algorithm by Said Ali Hassan, Yousra Mohamed Ayman, Khalid Alnowibet, Prachi Agrawal, Ali Wagdy Mohamed

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Transdisciplinarity: reimagining improvisation, creativity and complexity by Raquel Marta

“…The article references Nicolescu's three axioms: (i) levels of reality—acknowledging that reality exists on multiple interconnected levels; (ii) the logic of the included third—moving beyond binary thinking to account for paradox and contradiction; and (iii) complexity—addressing uncertainty.Furthermore, we discuss the recognition of the nature of the relations among various disciplines and perspectives and discuss the tension between innovation and tradition. …”
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Application of Binary Diagnostic Ratios of Polycyclic Aromatic Hydrocarbons for Identification of Tsunami 2004 Backwash Sediments in Khao Lak, Thailand by Siwatt Pongpiachan

“…In this study, three-dimensional plots of PAH binary ratios successfully identify the Tsunami backwash deposits in comparison with those of global marine sediments. …”
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Advancing analytical and graphical methods for binary and ternary mixtures: The toxic interactions of divalent metal ions in human lung cells by James Y. Liu, Jonathan M. Beard, Saber Hussain, Christie M. Sayes

“…Toxicologists have conducted preliminary investigations into binary mixtures of two components, but little work has been done to understand mixtures of three or more components. …”
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Development of several machine learning based models for determination of small molecule pharmaceutical solubility in binary solvents at different temperatures by Mohammed Alqarni, Ali Alqarni

“…We investigated the solubility of rivaroxaban in both dichloromethane and a variety of primary alcohols at various temperatures and concentrations of solvents to understand its behavior in mixed solvents. Given the complex, non-linear patterns in solubility behavior, three advanced regression approaches were utilized: Polynomial Curve Fitting, a Bayesian-based Neural Network (BNN), and the Neural Oblivious Decision Ensemble (NODE) method. …”
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Patient-reported and Clinical Outcomes following Gender-affirming Chest Surgery: A Comparison of Binary and Nonbinary Transmasculine Individuals by Cole V. Roblee, BS, Rebecca Arteaga, BA, Iulianna Taritsa, BS, Mona Ascha, MD, Joshua P. Weissman, BBA, Paige Hackenberger, MD, Megan Perez, MD, Marco Ellis, MD, Sumanas W. Jordan, MD, PhD

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Insights into Stability and Selective Agglomeration in Binary Mixtures of Colloids: A Study on Gold Nanoparticles and Ultra-Small Quantum Dots by Azita Rezvani, Alexander Kichigin, Benjamin Apeleo Zubiri, Erdmann Spiecker, Doris Segets

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Quantum magic and computational complexity in the neutrino sector by Ivan Chernyshev, Caroline E. P. Robin, Martin J. Savage

“…We consider the quantum magic in systems of dense neutrinos undergoing coherent flavor transformations, relevant for supernova and neutron-star binary mergers. Mapping the three-flavor-neutrino system to qutrits, the evolution of quantum magic is explored in the single scattering angle limit for a selection of initial tensor-product pure states for N_{ν}≤8 neutrinos. …”
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A new method based on binary mixture concept for prediction of ionic liquids critical properties using molecular dynamics simulation by Ali Mohebbi, Zahra Jayhani, Hossein Dorrani, Hamidreza Bagheri

“…The simulation of [C4mim][BF4] revealed that its behavior near critical points resembles that of a binary mixture with three critical points, where the middle point represents the mixture’s critical point. …”
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