Abstract
The problem of distributed source-channel coding of a binary source with correlated side information at the decoder is addressed in this paper. We implement and evaluate the performance of rateless Raptor codes for distributed source-channel coding in binary symmetric (BSC) channel and additive white Gaussian noise (AWGN) channel. We adapt the conventional distributed source codec for error-free channel using Raptor codes to noisy channels. The proposed implementation is rateless, that is, the rate of the code can be adapted to varying channel conditions with incremental redundancy. This is achieved with built in rateless property of Raptor codes.
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References
Centenaro M, Vangelista L, Zanella A, Zorzi M (2016) Long-range communications in unlicensed bands: the rising stars in the IoT and smart city scenarios. IEEE Wireless Commun 23(5):60–67
Slepian D, Wolf JK (1973) Noiseless coding of correlated information sources. IEEE Trans Inf Theory 19(4):471–480
Pradhan SS, Ramchandran K (2003) Distributed source coding using syndromes (DISCUS): design and construction. IEEE Trans Inf Theory 49(3):626–643
Garcia-Frias J, Zhao Y (2001) Compression of correlated binary sources using turbo codes. IEEE Commun Lett 5(10):417–419
Liveris AD, Xiong Z, Georghiades CN (2002) Compression of binary sources with side information using low-density parity-check codes. IEEE Commun Lett 6(10):440–442
Fresia M, Vandendorpe L, Poor HV (2009) Distributed source coding using Raptor codes for hidden Markov sources. IEEE Trans Signal Process 57(7):2868–2875
Liveris AD, Xiong X, Georghiades CN (2002) Joint source-channel coding of binary sources with side information at the decoder using IRA codes. In: Proceedings of IEEE workshop on multimedia signal processing, pp 53–56
Sartipi M, Fekri F (2005) Distributed source coding using LDPC codes: lossy and lossless cases with unknown correlation parameter. In: Proceedings of Allerton conference on communication, control and computing
Stankovic V, Liveris AD, Xiong X, Georghiades CN (2006) On code design for Slepian-Wolf problem and lossless multiterminal network. IEEE Trans Inf Theory 52(4):1495–1507
Varodayan D, Aaron A, Girod B (2006) Rate-adaptive Codes for distributed source coding. Elsevier Signal Process 86:3123–3130
Al Gamal A, Kim Y-H (2011) Network information theory. Cambridge University Press, New York
Majumder S, Verma S (2011) Rate adaptive distributed source-channel coding using IRA code for wireless sensor networks. In: Proceedings of AIM 2011, CCIS, vol 147, pp 207–213
Majumder S, Verma S (2012) Joint source-channel decoding of IRA code for hidden Markov source. In: 1st IEEE international conference on recent advances in information technology (RAIT), Dhanbad, pp 220–223
Bursalioglu OY, Fresia M, Caire G, Poor HV (2008) Lossy joint source-channel coding using Raptor codes. Int J Digital Multimed Broadcast, vol 2008, Article ID 124685
Luby M (2002) LT codes. In: Proceedings of the 43rd annual IEEE symposium on foundations of computer science. IEEE, pp 271–280
Shokrollahi A (2006) Raptor Codes. IEEE Trans Inf Theory 52(6):2551–2567
Alqahtani AH, Sulyman AI, Alsanie A (2014) Rateless space time block code for massive MIMO systems. Int J Antennas Propag 2014
Zarlis M, Sitorus SP, Al-Akaidi M (2017) Applying a rateless code in content delivery networks. In: IOP conference series: materials science and engineering, vol 237, no 1. IOP Publishing, p 012016
Zhang Y, Zhang Z, Yin R, Yu G, Wang W (2013) Joint network-channel coding with rateless code in two-way relay systems. IEEE Trans Wireless Commun 12(7):3158–3169
Etesami O, Shokrollahi A (2006) Raptor codes on binary memoryless symmetric channels. IEEE Trans Inf Theory 52(5):2033–2051
Venkiah A, Poulliat C, Declercq D (2009) Jointly decoded Raptor codes: analysis and design for the BIAWGN channel. EURASIP J Wireless Commun Netw 2009(1):657970
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Majumder, S., Acharya, B., Meenpal, T. (2019). Rateless Distributed Source-Channel Coding of Correlated Binary Sources Using Raptor Codes. In: Kolhe, M., Trivedi, M., Tiwari, S., Singh, V. (eds) Advances in Data and Information Sciences . Lecture Notes in Networks and Systems, vol 39. Springer, Singapore. https://doi.org/10.1007/978-981-13-0277-0_23
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DOI: https://doi.org/10.1007/978-981-13-0277-0_23
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