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Published in: Wireless Personal Communications 2/2014

01-09-2014

Improved Turbo Decoding Using Soft Combining Principle

Authors: Salima El Makhtari, Mohamed Moussaoui, Hassan Samadi

Published in: Wireless Personal Communications | Issue 2/2014

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Abstract

One great challenge in wireless communication systems is to ensure reliable communications. Turbo codes are known by their interesting capabilities to deal with transmission errors. In this paper, we present a novel turbo decoding scheme based on soft combining principle. Our method improves decoding performance using soft combining technique inside the turbo decoder. Working on Max-Log-Maximum a Posteriori (Max-Log-MAP) turbo decoding algorithm and using an Additive White Gaussian Noise (AWGN) channel model and 16 Quadrature Amplitude Modulation (16QAM), simulation results show that the suggested solution is efficient and outperforms the conventional Max-Log-MAP algorithm in terms of Bit Error Rate (BER). The performance analysis is carried out in terms of BER by varying parameters such as the Energy per bit to Noise power spectral density ratio (\(\text {E}_{\text {b}}/\text {N}_{\text {o}}\)), and decoding iterations number. We call our proposed solution Soft Combined Turbo Codes.

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Literature
2.
go back to reference Berrou, C., Glavieux, A., & Thitimasjshima, P. (1993). Near Shannon limit error-correcting coding and decoding: Turbo-codes. In Proceedings of IEEE international conference on communications (ICC), May 1993 (pp. 1064–1070). Geneva. Berrou, C., Glavieux, A., & Thitimasjshima, P. (1993). Near Shannon limit error-correcting coding and decoding: Turbo-codes. In Proceedings of IEEE international conference on communications (ICC), May 1993 (pp. 1064–1070). Geneva.
3.
go back to reference Berrou, C. (2007). Codes et turbocodes. Springer, France. ISBN 978-2-287-32739-1. Berrou, C. (2007). Codes et turbocodes. Springer, France. ISBN 978-2-287-32739-1.
4.
go back to reference 3rd Generation Partnership Project. (2008). Technical specification group radio access network, Evolved Universal Terrestrial Radio Access (E-UTRA), Multiplexing and channel coding (Release 8). 3GPP TS 36.212 V8.5.0. 3rd Generation Partnership Project. (2008). Technical specification group radio access network, Evolved Universal Terrestrial Radio Access (E-UTRA), Multiplexing and channel coding (Release 8). 3GPP TS 36.212 V8.5.0.
5.
go back to reference 3rd Generation Partnership Project. (2010). Technical specification group radio access network, Evolved Universal Terrestrial Radio Access (E-UTRA), Multiplexing and channel coding (Release 10). 3GPP TS 36.212 V10.0.0. 3rd Generation Partnership Project. (2010). Technical specification group radio access network, Evolved Universal Terrestrial Radio Access (E-UTRA), Multiplexing and channel coding (Release 10). 3GPP TS 36.212 V10.0.0.
6.
go back to reference Wei, X., Guijun, H., & Qing, D. (2008). Application of turbo codes in optical ofdm multimode fiber communication system. Optics Communications, 281(5), 1118–1122.CrossRef Wei, X., Guijun, H., & Qing, D. (2008). Application of turbo codes in optical ofdm multimode fiber communication system. Optics Communications, 281(5), 1118–1122.CrossRef
7.
go back to reference Kahveci, S. (2012). Performance of the bluetooth system with bit-interleaved turbo coded modulation on interference channels. Digital Signal Processing, 22(6), 1113–1117.CrossRef Kahveci, S. (2012). Performance of the bluetooth system with bit-interleaved turbo coded modulation on interference channels. Digital Signal Processing, 22(6), 1113–1117.CrossRef
8.
go back to reference Vilaipornsawai, U., Soleymani, M. R. (2001). Turbo codes for satellite and wireless ATM. In Proceedings of international conference on information technology: Coding and computing (ITCC), Apr. 2001 (pp. 120–124). Las Vegas. Vilaipornsawai, U., Soleymani, M. R. (2001). Turbo codes for satellite and wireless ATM. In Proceedings of international conference on information technology: Coding and computing (ITCC), Apr. 2001 (pp. 120–124). Las Vegas.
9.
go back to reference Hagenauer, J., & Hoeher, P. (1989). A viterbi algorithm with soft-decision outputs and its applications. In Proceedings of IEEE GLOBECOM, Nov. 1989 (pp. 1680–1686). Dallas, TX. Hagenauer, J., & Hoeher, P. (1989). A viterbi algorithm with soft-decision outputs and its applications. In Proceedings of IEEE GLOBECOM, Nov. 1989 (pp. 1680–1686). Dallas, TX.
10.
go back to reference Bahl, L., Cocke, J., Jelinek, F., & Raviv, J. (1974). Optimal decoding of linear codes for minimizing symbol error rate. IEEE Transactions on Information Theory, 20(2), 284–287.MATHMathSciNetCrossRef Bahl, L., Cocke, J., Jelinek, F., & Raviv, J. (1974). Optimal decoding of linear codes for minimizing symbol error rate. IEEE Transactions on Information Theory, 20(2), 284–287.MATHMathSciNetCrossRef
11.
go back to reference Chaikalis, C., & Noras, J. M. (2004). Reconfigurable turbo decoding for 3g applications. Signal Processing, 84(10), 1957–1972.MATHCrossRef Chaikalis, C., & Noras, J. M. (2004). Reconfigurable turbo decoding for 3g applications. Signal Processing, 84(10), 1957–1972.MATHCrossRef
12.
go back to reference Erfanian, J., Pasupathy, S., & Gulak, G. (1994). Reduced complexity symbol detectors with parallel structures for isi channels. IEEE Transactions on Communications, 42(234), 1661–1671.CrossRef Erfanian, J., Pasupathy, S., & Gulak, G. (1994). Reduced complexity symbol detectors with parallel structures for isi channels. IEEE Transactions on Communications, 42(234), 1661–1671.CrossRef
13.
go back to reference Robertson, P., Hoeher, P., & Villebrun, E. (1997). Optimal and sub-optimal maximum a posteriori algorithms suitable for turbo decoding. European Transactions on Telecommunications, 8, 119–125.CrossRef Robertson, P., Hoeher, P., & Villebrun, E. (1997). Optimal and sub-optimal maximum a posteriori algorithms suitable for turbo decoding. European Transactions on Telecommunications, 8, 119–125.CrossRef
14.
go back to reference El Makhtari, S., Moussaoui, M., & Samadi, H. (2012). Performance evaluation of AMC turbo coded OFDM for 3GPP long term evolution downlink system. In Proceedings of international conference on multimedia computing and systems (ICMCS), May 2012 (pp. 490–494). Tangier. El Makhtari, S., Moussaoui, M., & Samadi, H. (2012). Performance evaluation of AMC turbo coded OFDM for 3GPP long term evolution downlink system. In Proceedings of international conference on multimedia computing and systems (ICMCS), May 2012 (pp. 490–494). Tangier.
15.
go back to reference Samadiann, H., & Mousavie, Nia A. (2012). Linear-constant log-map, a fast accurate algorithm for map decoding. Journal of the Franklin Institute, 349(5), 1721–1733.MathSciNetCrossRef Samadiann, H., & Mousavie, Nia A. (2012). Linear-constant log-map, a fast accurate algorithm for map decoding. Journal of the Franklin Institute, 349(5), 1721–1733.MathSciNetCrossRef
16.
go back to reference Cheng, J.-F., & Ottosson, T. (2000). Linearly approximated log-MAP algorithms for turbo coding. In Proceedings of IEEE vehicular technology conference (pp. 2252–2256). Cheng, J.-F., & Ottosson, T. (2000). Linearly approximated log-MAP algorithms for turbo coding. In Proceedings of IEEE vehicular technology conference (pp. 2252–2256).
17.
go back to reference Gross, W. J., & Gulak, P. G. (1998). Simplified map algorithm suitable for implementation of turbo decoders. Electronics Letters, 34(16), 1577–1578.CrossRef Gross, W. J., & Gulak, P. G. (1998). Simplified map algorithm suitable for implementation of turbo decoders. Electronics Letters, 34(16), 1577–1578.CrossRef
18.
go back to reference Papaharalabos, S., Sybis, M., Tyczka, P., & Takis Mathiopoulos, P. (2013). Novel generalized max* approximation method for simplified decoding of turbo and ttcm codes. Wireless Personal Communications Journal, 69(1), 373–386.CrossRef Papaharalabos, S., Sybis, M., Tyczka, P., & Takis Mathiopoulos, P. (2013). Novel generalized max* approximation method for simplified decoding of turbo and ttcm codes. Wireless Personal Communications Journal, 69(1), 373–386.CrossRef
19.
go back to reference Enokizono, K., & Ochiai, H. (2010). A simple interleaver design for variable-length turbo codes. In Proceedings of 6th international symposium on turbo codes and iterative information processing (pp. 354–358). Enokizono, K., & Ochiai, H. (2010). A simple interleaver design for variable-length turbo codes. In Proceedings of 6th international symposium on turbo codes and iterative information processing (pp. 354–358).
20.
go back to reference Berrou, C., Graell i Amat, A., Ould-Cheikh-Mouhamedou, Y., & Saouter, Y. (2009). Improving the distance properties of turbo codes using a third component code: 3d turbo codes. IEEE Transactions on Communications, 57(9), 2505–2509.CrossRef Berrou, C., Graell i Amat, A., Ould-Cheikh-Mouhamedou, Y., & Saouter, Y. (2009). Improving the distance properties of turbo codes using a third component code: 3d turbo codes. IEEE Transactions on Communications, 57(9), 2505–2509.CrossRef
21.
go back to reference Bhise, A., & Vyavahare, P. D. (2012). Modified turbo codes for next generation wireless networks. In Proceedings of 9th international conference on wireless and optical communications networks, Sept. 2012 (pp. 1–6). Indore. Bhise, A., & Vyavahare, P. D. (2012). Modified turbo codes for next generation wireless networks. In Proceedings of 9th international conference on wireless and optical communications networks, Sept. 2012 (pp. 1–6). Indore.
22.
go back to reference Narayanan, K. R., & Stuber, G. L. (1997). A novel arq technique using the turbo coding principle. IEEE Communications Letters, 1(2), 49–51.CrossRef Narayanan, K. R., & Stuber, G. L. (1997). A novel arq technique using the turbo coding principle. IEEE Communications Letters, 1(2), 49–51.CrossRef
23.
go back to reference Chase, D. (1985). Code combining: a maximum-likelihood decoding approach for combining an arbitrary number of noisy packets. IEEE Transactions on Communications, 33(5), 385–393.CrossRef Chase, D. (1985). Code combining: a maximum-likelihood decoding approach for combining an arbitrary number of noisy packets. IEEE Transactions on Communications, 33(5), 385–393.CrossRef
24.
go back to reference Yafeng, W., Lei, Z. & Dacheng, Y. (2003). Performance analysis of type III HARQ with turbo codes. In Proceedings of the 57th IEEE semiannual vehicular technology conference, Apr. 2003 (pp. 2740–2744). Yafeng, W., Lei, Z. & Dacheng, Y. (2003). Performance analysis of type III HARQ with turbo codes. In Proceedings of the 57th IEEE semiannual vehicular technology conference, Apr. 2003 (pp. 2740–2744).
25.
go back to reference Shi, Z., Ren, L.-Y. & Jin, F. (2002). Design and performance analysis of HARQ for RS-turbo concatenated codes. In Proceedings of IEEE international conference on communications, circuits and systems and west sino expositions, July 2002 (pp. 56–59). Shi, Z., Ren, L.-Y. & Jin, F. (2002). Design and performance analysis of HARQ for RS-turbo concatenated codes. In Proceedings of IEEE international conference on communications, circuits and systems and west sino expositions, July 2002 (pp. 56–59).
26.
go back to reference Schlegel, C. (1997). Trellis coding. IEEE Press. ISBN 0-7803-1052-7. Schlegel, C. (1997). Trellis coding. IEEE Press. ISBN 0-7803-1052-7.
Metadata
Title
Improved Turbo Decoding Using Soft Combining Principle
Authors
Salima El Makhtari
Mohamed Moussaoui
Hassan Samadi
Publication date
01-09-2014
Publisher
Springer US
Published in
Wireless Personal Communications / Issue 2/2014
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-014-1805-0

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