Article or book title, author's surname, DOI

Massively parallel computing in a heterogeneous system for modeling low-density codecs

Y.S. Naumenko1

research article Pages: 43-46

  1. 1 Post-graduate Student, Voronezh State Technical University

Abstract

This article discusses the issues of resource-intensive simulations for Low-density codecs produced at the preliminary stages of the development of information and telecommunication devices to optimize the information in their part of the system error-correcting coding, which makes use of codes with low-density parity-check.

Due to the admissibility of massively parallel computing algorithms in iterative decoding LDPC codes as a means of reducing the time spent on modeling proposed use of idle resources of heterogeneous computer systems : in addition to CPU resource (central processing unit, CPU), GPU computing resources ( graphics processing unit, GPU).

The results of application of the above approach, demonstrating a significant increase in computing speed using GPU resources with respect to classical simulation on the CPU. Using our approach in the implementation of simulation environments for Low-density codecs as a means of optimizing the system error-correcting coding is seen as a real alternative to the classical universal simulation package.

How to cite

Науменко Ю.С. Массивные параллельные вычисления в гетерогенных системах при моделировании низкоплотностных кодеков // Радиотехника. 2014. № 6. С. 43–46.

References

  1. Bashkirov A.V., Naumenko Ju.S. Standarty' primeneniya kodov s maloj plotnost'yu proverok na chetnost' // Trudy' vserossijskoj NTK «Sovremenny'e problemy' radioe'lektroniki (g. Krasnoyarsk). 2013. S. 420-421.
  2. Bashkirov A.V., Klimov A.I., Muratov A.V., Naumenko Ju.S., Cy'mbalyuk V.S. Perspektivy' modelirovaniya parametrov algoritmov pomexoustojchivogo kodirovaniya s vy'sokoj stepen'yu parallelizma pri pomoshhi apparatnoj platformy' na baze GPU // Radiotexnika. 2013. № 12. S. 26-29.
  3. Naumenko Ju.S. Problemy' modelirovaniya pomexoustojchivy'x kodekov v geterogenny'x sistemax // Radiotexnika. 2014. № 3. S. 80-82.
  4. Morelos-Saragossa R. Iskusstvo pomexoustojchivogo kodirovaniya. Metody', algoritmy', primenenie. M.: Texnosfera. 2005. 320 s.
  5. Bashkirov A.V., Klimov A.I., Korotkov L.N., Naumenko Ju.S. Vliyanie xarakteristik ispol'zuemy'x v modelirovanii generatorov shuma na kachestvo oczenki parametrov pomexoustojchivy'x kodekov // Radiotexnika. 2014. № 3. S. 14-18.