Abstract
In this paper, improved Joint Source Channel (JSC) decoding using turbo codes is employed that are unified into JPEG 2000 decoder architecture. Rather than using conventional decoding approach, the proposed system provides reduced BER and complexity. This work deliberates Soft Output Viterbi Algorithm (SOVA) for its real time implementation features. Nevertheless, the algorithm suffers from performance degradation due to optimistic and correlation effects. The objective of this work is to enhance the performance of SOVA by using appropriate reduction factors that integrates and eliminates both these distortions. Acquired Integrated Factor is incorporated in the turbo decoders of the image transmission system. Bit Error rate and Peak Signal to Noise Ratio (PSNR) analysis is made by considering Additive White Gaussian Noise and Rayleigh fading channel through MATLAB simulation. To illustrate the visual quality improvement of the proposed scheme, comparison with other FEC codes is done with significant PSNR gains.
Similar content being viewed by others
Change history
07 June 2022
This article has been retracted. Please see the Retraction Notice for more detail: https://doi.org/10.1007/s12652-022-04076-5
References
Abot J, Olivier C, Perrine C, Pousset Y (2012) A link adaptation scheme optimized for wireless JPEG 2000 transmission over realistic MIMO systems. Signal Process Image Commun 27(10):1066–1078
Benedetto S, Divsalar D, Montorsi G, Pollara F (1998) Analysis, design, and iterative decoding of double serially concatenated codes with interleavers. IEEE J Selected Areas Commun 16(2):231–244
Berrou C, Glavieux A, Thitimajshima P (1993) Near Shannon limit error-correcting coding and decoding: Turbo-codes. In: 1. IEEE proceedings of ICC’93-IEEE international conference on communications, pp 1064–1070
Blanquez-Casado F, Martin-Vega FJ, Morales-Jimenez D, Gomez G, Entrambasaguas JT (2014) Adaptive SOVA for 3GPP-LTE receivers. IEEE Commun Lett 18(6):991–994
Colda R, Perrine C, Cances JP, Vauzelle R, Palade T (2011) Content-based image unequal error protection strategies for an open loop MIMO system. Int J Commun Netw Syst Sci 5(1):1–9
Divsalar D, Pollara F (1995) Turbo codes for PCS applications. In: Proceedings IEEE international conference on communications ICC’95, pp 54–59
Dorrance MD, Marsland ID (2010) Adaptive discrete-rate MIMO communications with rate-compatible LDPC codes. IEEE Trans Commun 58(11):3115–3125
Dufaux F, Baruffa G, Frescura F, Nicholson D (2006) JPWL-an extension of JPEG 2000 for wireless imaging. In: IEEE international symposium on circuits and systems, pp 1–4
Fowdur TP, Beeharry Y, Soyjaudah KS (2013) Performance of LTE turbo codes with joint source channel decoding, adaptive scaling and prioritised QAM constellation mapping. Int J Adv Telecommun 6(3 & 4):1–103
Fowdur TP, Beeharry Y, Soyjaudah KMS (2016) A novel scaling and early stopping mechanism for LTE turbo code based on regression analysis. Ann Telecommun 71(7–8):369–388
Grangetto M, Scanavino B, Olmo G, Benedetto S (2007) Iterative decoding of serially concatenated arithmetic and channel codes with JPEG 2000 applications. IEEE Trans Image Process 16(6):1557–1567
Hadi A, Alsusa E, Al-Dweik A (2018) Information unequal error protection using polar codes. IET Commun 12(8):956–961
Huettinger S, Huber J (2006) Analysis and design of power-efficient coding schemes with parallel concatenated convolutional codes. IEEE Trans Commun 54(7):1251–1258
Koo K, Kim SY, Jeong JJ, Kim SW (2013) Two-dimensional soft output Viterbi algorithm with dual equalizers for bit-patterned media. IEEE Trans Magnet 49(6):2555–2558
Kumutha D, Prabha NA (2017) Hybrid STBC-PTS with enhanced artificial bee colony algorithm for PAPR reduction in MIMO-OFDM system. J Ambient Intell Human Comput 1–17
Li L, Salehi M (2003) Hierarchical image coding matched to unequal error protection rate compatible punctured convolutional codes. In: IEEE international conference on robotics, intelligent systems and signal processing, pp 238–243
Li L, Wang G, Chen G, Chen HM, Blasch E, Pham K (2016) Robust airborne image transmission using joint source-channel coding with UEP. In: Aerospace Conference, pp 1–7
Lin CH, Guo SW, Ou LA (2018) Analysis and power evaluation of window-stopped parallel turbo decoding for LTE rate matching. IET Commun 12(9):1148–1154
Mestoui J, El Ghzaoui M, Fattah M, Hmamou A, Foshi J (2019) Performance analysis of CE-OFDM-CPM Modulation using MIMO system over wireless channels. J Ambient Intell Human Comput. https://doi.org/10.1007/s12652-019-01628-0
Mhamdi M, Zribi A, Perrine C, Pousset Y, Olivier C, Kambou S (2014) Soft-input arithmetic decoding for optimized scalable image transmission over a realistic MIMO channel. In: IEEE international conference on communication systems, pp 492–496
Mhamdi M, Perrine C, Zribi A, Pousset Y, Olivier C, Bouallègue A (2017) Soft decoding algorithms for optimized JPEG 2000 wireless transmission over realistic MIMO-OFDM systems. Signal Process Image Commun 52:41–53
Nosratinia A, Lu J, Aazhang B (2003) Source-channel rate allocation for progressive transmission of image. IEEE Trans Commun 51(2):186–196
Pei R, Wang Z, Huang Q, Wang J (2017) Low complexity SOVA for Turbo codes. China Commun 14(8):33–40
Poulliat C, Vila P, Pirez D, Fijalkow I (2002) Progressive quality JPEG2000 image transmission over noisy channel. In: IEEE European signal processing conference, pp 1–4
Pu L, Wu Z, BilginA MMW, Vasic B (2007) LDPC-based iterative joint source-channel decoding for JPEG2000. IEEE Trans Image Process 16(2):577–581
Sabir MF, Bovik AC, Heath RW (2009) Unequal power allocation for JPEG transmission over MIMO systems. IEEE Trans Image Process 19(2):410–421
Sherwood PG, Zeger K (1997) Progressive image coding on noisy channels. In: IEEE Proceedings DCC’97. Data compression conference, pp 72–81
Tan SS, Rim MJ, Cosman PC, Milstein LB (2008) Adaptive modulation for OFDM-based multiple description progressive image transmission. In: IEEE GLOBECOM IEEE global telecommunications conference, pp 1–5
Tham ML, Chow CO, Iwahashi M, Ishii H (2013) BER-driven resource allocation for scalable bitstreams over OFDMA networks. IEEE Trans Vehic Technol 63(6):2755–2768
Thomos N, Boulgouris NV, Strintzis MG (2005) Optimized transmission of JPEG2000 streams over wireless channels. IEEE Trans Image Process 15(1):54–67
Xiang L, Brejza MF, Maunder RG, Al-Hashimi BM, Hanzo L (2019) Arbitrarily parallel turbo decoding for ultra-reliable low latency communication in 3GPP LTE. IEEE J Selected Areas Commun 37(4):826–838
Zaibi S, Zribi A, Pyndiah R, Aloui N (2012) Joint source/channel iterative arithmetic decoding with JPEG 2000 image transmission application. EURASIP J Adv Signal Process 114(1):1–13
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional aff
This article has been retracted. Please see the retraction notice for more detail: https://doi.org/10.1007/s12652-022-04076-5
About this article
Cite this article
Aarthi, V., Dhulipala, V.R.S. RETRACTED ARTICLE: Improved SOVA decoding for UEP wireless transmission of JPEG 2000 images over MIMO-OFDM systems. J Ambient Intell Human Comput 12, 5931–5942 (2021). https://doi.org/10.1007/s12652-020-02141-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12652-020-02141-5