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Code-Aware Power Allocation for Irregular LDPC Codes

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Cognitive Radio Oriented Wireless Networks (CrownCom 2016)

Abstract

In this paper, we investigate a code-dependent unequal power allocation method for Gaussian channels using irregular LDPC codes. This method allocates the power for each set of coded bits depending on the degree of their equivalent variable nodes. We propose a new algorithm to optimize the power allocation vector using density evolution algorithm under the Gaussian approximation. We show that unequal power allocation can bring noticeable gains on the threshold of some irregular LDPC codes with respect to the classical equal power allocation method depending on the code and the maximum number of decoding iterations.

This work was carried out within the framework of Celtic-Plus SHARING project.

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References

  1. Richardson, T.J., Shokrollahi, M.A., Urbanke, R.L.: Design of capacity-approaching irregular low-density parity-check codes. IEEE Trans. Inf. Theor. 47(2), 619–637 (2001)

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  2. Qi, H., Malone, D., Subramanian, V.: Does every bit need the same power? An investigation on unequal power allocation for irregular LDPC codes. In: WCSP, Nanjing, pp. 1–5 (2009)

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  3. Chung, S.Y., Richardson, T., Urbanke, R.L.: Analysis of sum-product decoding of low-density parity-check codes using a Gaussian approximation. IEEE Trans. Inf. Theor. 47(2), 657–670 (2001)

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Correspondence to Valentin Savin .

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© 2016 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Mheich, Z., Savin, V. (2016). Code-Aware Power Allocation for Irregular LDPC Codes. In: Noguet, D., Moessner, K., Palicot, J. (eds) Cognitive Radio Oriented Wireless Networks. CrownCom 2016. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 172. Springer, Cham. https://doi.org/10.1007/978-3-319-40352-6_4

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  • DOI: https://doi.org/10.1007/978-3-319-40352-6_4

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-40351-9

  • Online ISBN: 978-3-319-40352-6

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