Practical Polar Code Construction over Memoryless Impulse Noise Channels

Der Feng Tseng; Ying Dai Lin; Shu Ming Tseng

doi:10.1109/VTC2020-Spring48590.2020.9129452

Practical Polar Code Construction over Memoryless Impulse Noise Channels

Der Feng Tseng, Ying Dai Lin, Shu Ming Tseng

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Polar coding subject to memoryless impulse noise described by a Gaussian mixture model is investigated. In contrast with existing approaches resorting to latency-laced interleaving, this paper tackles statistical dependence between in-phase and quadrature components of impulse noise, attributable to employing higher order modulation schemes, with meticulous revision in successive cancellation decoding. Furthermore, forfeiting using the statistical knowledge of impulse noise, a density evolution-based code construction method is proposed. Challenges of the aggravated complexity-ensued from addressing the aforementioned statistical dependence-are subsequently overcome by an approximation approach. The block error rate performance for the proposed framework is investigated by computer simulations and the experimental results exhibit the markedly performance gain over the conventional construction method under certain circumstances.

Original language	English
Title of host publication	2020 IEEE 91st Vehicular Technology Conference, VTC Spring 2020 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728152073
DOIs	https://doi.org/10.1109/VTC2020-Spring48590.2020.9129452
State	Published - 05 2020
Externally published	Yes
Event	91st IEEE Vehicular Technology Conference, VTC Spring 2020 - Antwerp, Belgium Duration: 25 05 2020 → 28 05 2020

Publication series

Name	IEEE Vehicular Technology Conference
Volume	2020-May
ISSN (Print)	1550-2252

Conference

Conference	91st IEEE Vehicular Technology Conference, VTC Spring 2020
Country/Territory	Belgium
City	Antwerp
Period	25/05/20 → 28/05/20

Bibliographical note

Publisher Copyright:
© 2020 IEEE.

Keywords

Impulse noise
amplitude clipping
density evolution
successive cancellation decoding (SCD)

Access to Document

10.1109/VTC2020-Spring48590.2020.9129452

Cite this

Tseng, D. F., Lin, Y. D., & Tseng, S. M. (2020). Practical Polar Code Construction over Memoryless Impulse Noise Channels. In 2020 IEEE 91st Vehicular Technology Conference, VTC Spring 2020 - Proceedings Article 9129452 (IEEE Vehicular Technology Conference; Vol. 2020-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/VTC2020-Spring48590.2020.9129452

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abstract = "Polar coding subject to memoryless impulse noise described by a Gaussian mixture model is investigated. In contrast with existing approaches resorting to latency-laced interleaving, this paper tackles statistical dependence between in-phase and quadrature components of impulse noise, attributable to employing higher order modulation schemes, with meticulous revision in successive cancellation decoding. Furthermore, forfeiting using the statistical knowledge of impulse noise, a density evolution-based code construction method is proposed. Challenges of the aggravated complexity-ensued from addressing the aforementioned statistical dependence-are subsequently overcome by an approximation approach. The block error rate performance for the proposed framework is investigated by computer simulations and the experimental results exhibit the markedly performance gain over the conventional construction method under certain circumstances.",

keywords = "Impulse noise, amplitude clipping, density evolution, successive cancellation decoding (SCD)",

author = "Tseng, {Der Feng} and Lin, {Ying Dai} and Tseng, {Shu Ming}",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 91st IEEE Vehicular Technology Conference, VTC Spring 2020 ; Conference date: 25-05-2020 Through 28-05-2020",

year = "2020",

month = may,

doi = "10.1109/VTC2020-Spring48590.2020.9129452",

language = "英语",

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Tseng, DF, Lin, YD & Tseng, SM 2020, Practical Polar Code Construction over Memoryless Impulse Noise Channels. in 2020 IEEE 91st Vehicular Technology Conference, VTC Spring 2020 - Proceedings., 9129452, IEEE Vehicular Technology Conference, vol. 2020-May, Institute of Electrical and Electronics Engineers Inc., 91st IEEE Vehicular Technology Conference, VTC Spring 2020, Antwerp, Belgium, 25/05/20. https://doi.org/10.1109/VTC2020-Spring48590.2020.9129452

Practical Polar Code Construction over Memoryless Impulse Noise Channels. / Tseng, Der Feng; Lin, Ying Dai; Tseng, Shu Ming.
2020 IEEE 91st Vehicular Technology Conference, VTC Spring 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. 9129452 (IEEE Vehicular Technology Conference; Vol. 2020-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - Polar coding subject to memoryless impulse noise described by a Gaussian mixture model is investigated. In contrast with existing approaches resorting to latency-laced interleaving, this paper tackles statistical dependence between in-phase and quadrature components of impulse noise, attributable to employing higher order modulation schemes, with meticulous revision in successive cancellation decoding. Furthermore, forfeiting using the statistical knowledge of impulse noise, a density evolution-based code construction method is proposed. Challenges of the aggravated complexity-ensued from addressing the aforementioned statistical dependence-are subsequently overcome by an approximation approach. The block error rate performance for the proposed framework is investigated by computer simulations and the experimental results exhibit the markedly performance gain over the conventional construction method under certain circumstances.

AB - Polar coding subject to memoryless impulse noise described by a Gaussian mixture model is investigated. In contrast with existing approaches resorting to latency-laced interleaving, this paper tackles statistical dependence between in-phase and quadrature components of impulse noise, attributable to employing higher order modulation schemes, with meticulous revision in successive cancellation decoding. Furthermore, forfeiting using the statistical knowledge of impulse noise, a density evolution-based code construction method is proposed. Challenges of the aggravated complexity-ensued from addressing the aforementioned statistical dependence-are subsequently overcome by an approximation approach. The block error rate performance for the proposed framework is investigated by computer simulations and the experimental results exhibit the markedly performance gain over the conventional construction method under certain circumstances.

KW - Impulse noise

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KW - successive cancellation decoding (SCD)

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Practical Polar Code Construction over Memoryless Impulse Noise Channels

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