Performance Improvement for Medical Image Transmission Systems using Turbo-Trellis Coded Modulation (TTCM)
Received: 19 December 2020 | Revised: 14 January 2021 and 26 January 2021 and 6 February 2021 and 11 February 2021 | Accepted: 14 February 2021 | Online: 11 April 2021
Digital images have become an essential working tool in several areas such as the medical field, the satellite and astronomical field, film production, etc. The efficiency of a transmission system to exchange digital images is crucial to allow better and accurate reception. Generally, transmitted images are infected with noise. In the medical field, this noise makes the process of diagnosing difficult. To eliminate the transmission errors, an Error Correcting Code (ECC) can be used with the aim to guarantee excellent reception of the images and allowing a good diagnosis. In this paper, source and channel encoding/ decoding functions are studied during medical image transmission (LUNG). At first, the Turbo-Code (TC) is used as ECC and subsequently the Turbo-Trellis Coded Modulation (TTCM). The simulation results represent the curves giving the Bit Error Rate (BER) as a function of the signal to noise ratio (Eb/N0). In order to compare these two systems properly, the MSSIM (Mean Structural Similarity) parameter was used. The obtained results showed the effect and importance of ECC on the transmission of medical images using TTCM which gave better results compared to TC with regard to increasing the performance of the transmission system by eliminating transmission noise.
Keywords:channel coding, turbo-codes, TTCM, MSSIM, medical image
B. Gharnali and S. Alipour, "MRI Image Segmentation Using Conditional Spatial FCM Based on Kernel-Induced Distance Measure," Engineering, Technology & Applied Science Research, vol. 8, no. 3, pp. 2985-2990, Jun. 2018. https://doi.org/10.48084/etasr.1999
L. Jordanova, L. Laskov, and D. Dobrev, "Influence of BCH and LDPC Code Parameters on the BER Characteristic of Satellite DVB Channels," Engineering, Technology & Applied Science Research, vol. 4, no. 1, pp. 591-595, Feb. 2014. https://doi.org/10.48084/etasr.394
C. E. Shannon, "A Mathematical Theory of Communication," The Bell System Technical Journal, vol. 27, pp. 379-423, 623-656, Jul., Oct. 1948. https://doi.org/10.1002/j.1538-7305.1948.tb00917.x
C. Berrou, A. Glavieux, and P. Thitimajshima, "Near Shannon limit error-correcting coding and decoding: Turbo-codes. 1," in Proceedings of ICC '93 - IEEE International Conference on Communications, Geneva, Switzerland, May 1993, vol. 2, pp. 1064-1070.
Ha-Young Yang, Suk-Hyun Yoon, and Chang-Con Kang, "Iterative decoding of serially concatenated convolutional codes applying the SOVA," in VTC '98. 48th IEEE Vehicular Technology Conference. Pathway to Global Wireless Revolution (Cat. No.98CH36151), Ottawa, Canada, May 1998, vol. 1, pp. 353-357.
C. Berrou, Ed., Codes and turbo codes. Paris, France: Springer-Verlag, 2010. https://doi.org/10.1007/978-2-8178-0039-4
L. Mostari, R. Méliani, and A. Bounoua, "Turbo-code in a bit inter leaved tubo-coded modulation system," in CMT'2010, Ecole Supérieure de Technologie, Hassan 2 University, Casablanca, Morocco, 2010.
"In pictures ... this is how the Corona virus appears in the infected lungs," Ramallah News, Mar. 14, 2020. https://ramallah.news/post/
/ (accessed Feb. 24, 2021).
M. Fayssal, "Optimisation d'une transmission d'images fixes utilisant un turbo-code," Ph.D. dissertation, University of Djillali Liabes, Sidi bel Abbes, Algeria, 2019.
P. Robertson and T. Wörz, "Coded modulation scheme employing turbo codes," Electronics Letters, vol. 31, no. 18, pp. 1546-1547, Aug. 1995. https://doi.org/10.1049/el:19951064
P. Hoeher, "New Iterative ('Turbo') Decoding Algorithms," in in Proc. International Symposium on Turbo Codes & Related Topics, Brest, France, 1997, pp. 63-70.
J. D. Kene and K. D. Kulat, "Soft Output Decoding Algorithm for Turbo Codes Implementation in Mobile Wi-Max Environment," Procedia Technology, vol. 6, pp. 666-673, 2012. https://doi.org/10.1016/j.protcy.2012.10.080
P. Robertson and T. Worz, "Bandwidth-efficient turbo trellis-coded modulation using punctured component codes," IEEE Journal on Selected Areas in Communications, vol. 16, no. 2, pp. 206-218, Feb. 1998. https://doi.org/10.1109/49.661109
G. Ungerboeck, "Channel coding with multilevel/phase signals," IEEE Transactions on Information Theory, vol. 28, no. 1, pp. 55-67, Jan. 1982. https://doi.org/10.1109/TIT.1982.1056454
M. R. Lahcene, "Amelioration des performances des codeur/decodeur sur canal WIMAX," Ph.D. dissertation, University of Tahri Mohammed, Bechar, Algeria, 2018.
M. R. Lahcene, A. Bassou, M. Beladgham, and A. Taleb-Ahmed, "On the Employment of Unpunctured Turbo-Trellis Coded Modulation Channel Coding to Improve the Performance of WiMax System," International Journal on Communications Antenna and Propagation, vol. 8, no. 3, pp. 248-256-256, Jun. 2018. https://doi.org/10.15866/irecap.v8i3.13609
F. Menezla, M. S. Bendelhoum, Z. Mahdjoub, L. M. Reda, and R. Meliani, "The Effect of Error Correcting Codes in the Chain of Transmission and Comparison between the Performances of these Codes," in 2019 6th International Conference on Image and Signal Processing and their Applications (ISPA), Mostaganem, Algeria, Nov. 2019. https://doi.org/10.1109/ISPA48434.2019.8966917
H. Mounira, "Reception dans un systeme d'acces multibles a repartition par code et application aux mode FDD et TDD de l'UMTS," Ph.D. dissertation, University of Biskra, Biskra, Algeria, 2014.
K. D. Eduardo, "Les code correcteurs d'erreurs LDPC," M.S. thesis, University of Sidi bel Abbes, Sidi bel Abbes, Algeria, 2012.
F. Menezla, R. Meliani, and Z. Mahdjoub, "Compartive study on performance of the LDPC codes and turbo-codes used in the image transmission in the gaussian and rayleigh channel," Journal of Applied Research and Technology, vol. 17, no. 2, Oct. 2019. https://doi.org/10.22201/icat.16656423.2019.17.2.802
B. Mohamed, B. Abdesselam, B. Mohammed, T.-A. Abdelmalik, and M. L. Abdelmounaim, "International Journal of Image, Graphics and Signal Processing(IJIGSP)," International Journal of Image, Graphics and Signal Processing(IJIGSP), vol. 6, no. 10, pp. 10-17, Sep. 2014. https://doi.org/10.5815/ijigsp.2014.10.02
S. Wang, C. Perrine, C. Olivier, and C. Chatellier, "Stratégie de codage conjoint pour la transmission de séquences d'images via un canal bruité," Nov. 2007, Accessed: Feb. 24, 2021. [Online]. Available: https://hal.archives-ouvertes.fr/hal-00348734.
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