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Block Diagram Reduction01:22

Block Diagram Reduction

284
The process of deriving the transfer function of a control system often involves reducing its block diagram to a single block. This simplification can be achieved through a series of strategic operations, including relocating branch points and comparators. These operations preserve the overall function of the system while allowing for easier manipulation and combination of blocks.
The first step in this process is the identification and relocation of a branch point. A branch point, where a...
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Woodward–Hoffmann Selection Rules and Microscopic Reversibility01:34

Woodward–Hoffmann Selection Rules and Microscopic Reversibility

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Electrocyclic reactions, cycloadditions, and sigmatropic rearrangements are concerted pericyclic reactions that proceed via a cyclic transition state. These reactions are stereospecific and regioselective. The stereochemistry of the products depends on the symmetry characteristics of the interacting orbitals and the reaction conditions. Accordingly, pericyclic reactions are classified as either symmetry-allowed or symmetry-forbidden. Woodward and Hoffmann presented the selection criteria for...
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Maxam-Gilbert Sequencing01:05

Maxam-Gilbert Sequencing

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In the same year as the discovery of the Sanger sequencing method, another group of scientists, Allan Maxam and Walter Gilbert, demonstrated their chemical-cleavage method for DNA sequencing. The Maxam-Gilbert method relies on using different chemicals that can cleave the DNA sequence at specific sites, the separation of resulting DNA fragments of variable size using electrophoresis, and deciphering the DNA sequence from the resulting gel bands.
Challenges of the Maxam-Gilbert Method
The...
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Routh-Hurwitz Criterion II01:19

Routh-Hurwitz Criterion II

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In the application of the Routh-Hurwitz criterion, two specific scenarios can arise that complicate stability analysis.
The first scenario occurs when a singular zero appears in the first column of the Routh table. This situation creates a division by zero issues. To resolve this, a small positive or negative number, denoted as epsilon (∈), is substituted for the zero. The stability analysis proceeds by assuming a sign for ∈. If ∈ is positive, any sign change in the first...
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Routh-Hurwitz Criterion I01:15

Routh-Hurwitz Criterion I

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Consider an electrical power grid, where stability is essential to prevent blackouts. The Routh-Hurwitz criterion is a valuable tool for assessing system stability under varying load conditions or faults. By analyzing the closed-loop transfer function, the Routh-Hurwitz criterion helps determine whether the system remains stable.
To apply the Routh-Hurwitz criterion, a Routh table is constructed. The table's rows are labeled with powers of the complex frequency variable s, starting from the...
332
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

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Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
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Automorfismo de baja complejidad Ensemble Decodificación de códigos de Reed-Muller utilizando la poda de trayectoria

Kairui Tian1, Rongke Liu1,2, Zheng Lu1

  • 1School of Electronic and Information Engineering, Beihang University, Beijing 100191, China.

Entropy (Basel, Switzerland)
|August 28, 2025
PubMed
Resumen
Este resumen es generado por máquina.

Desarrollamos un nuevo método para reducir la complejidad del decodificador de conjunto de automorfismo (AED) para los códigos de Reed-Muller (RM). Esta técnica reduce significativamente el costo computacional sin sacrificar el rendimiento de decodificación.

Palabras clave:
Construcción de plotasCódigos de Reed y Muller (RM)Decodificación de conjunto de automorfismosReducción de la complejidad

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Área de la Ciencia:

  • Teoría de la codificación
  • Teoría de la información
  • Comunicaciones digitales

Sus antecedentes:

  • Automorphism Ensemble Decoder (AED) ofrece un rendimiento cercano a la Máxima Probabilidad (ML) para los códigos Reed-Muller (RM).
  • La alta complejidad computacional limita la aplicación práctica de AED debido al crecimiento exponencial en el tamaño del conjunto con la longitud del código.

Objetivo del estudio:

  • Para reducir la complejidad del DEA para los códigos de RM.
  • Para mantener cerca del rendimiento de ML mientras disminuye el costo computacional.

Principales métodos:

  • Utilizó el grupo de permutación de gráficos factoriales (FGPG), un subgrupo de automorfismos de código RM, para las permutaciones AED.
  • Los fenómenos de la invarianza de la permutación explotada (PI) y la convergencia de la estimación del subcódigo (SEC).
  • Implementación de la poda de trayectoria asistida por SEC para reducir la complejidad de la decodificación.

Principales resultados:

  • Propuso un particionamiento uniforme de FGPG basado en matrices de permutación de biyección afín.
  • Se ha demostrado el fenómeno SEC en AED utilizando descodificadores de cancelación sucesiva (SC) o de la lista SC.
  • Se logró una reducción de la complejidad de hasta un 67,6% con una degradación de rendimiento insignificante para los códigos de RM cortos.

Conclusiones:

  • El recorte de trayectoria asistido por SEC reduce efectivamente la complejidad del AED para los códigos de RM.
  • El método propuesto ofrece una solución práctica para la decodificación de alto rendimiento de los códigos RM.