PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION / MODULATION SCNN-CNN CTCQ/TCM APPROACH OVER RICIAN FADING CHANNEL

Osman Nuri Uçan; Atilla Özmen

TR EN

PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION / MODULATION SCNN-CNN CTCQ/TCM APPROACH OVER RICIAN FADING CHANNEL

Abstract

In this paper, Segmented Cellular Neural Network-Cellular Neural Network Combined Trellis Coded Quantization / Modulation SCNN-CNN CTCQ/TCM scheme is introduced. Here, a gray scaled image is lowered to 3 bit using our proposed Segmented Cellular Neural Network approach SCNN and then passed through a new CNN based structure which models combined trellis coded quantization / modulation. The performance of our combined scheme has been analyzed over Rician fading channel. Computer simulations studies confirm the analytical upper bound curves.

Keywords

Segmented Cellular Neural Network, Trellis Code Quantization / Modulation, Rician Fading Channel

References

AKSU H.A. and SALEHI, M. (May 1996) "Joint Optimization of TCQ / TCM Systems", IEEE Trans. Commun., vol. 44, pp. 529-533.
CHUA, L.O. (October 1988), "Cellular Neural Networks: Theory", IEEE Trans. On Circuits and Systems, vol.35, pp.1257-1272.
CIM AGALLI, V. (May 12-14, 1993), "Cellular Neural Networks: A Review", Proceeedings of Sixth Italian Workshop on Parallel Architectures and Neural Networks, Vietri Sul Mare, Italy.
DIVSALAR, D. and SIMON M.K. (September 1988), "The Design of Trellis Coded MPSK for Fading Channels: Performance Criteria" IEEE Trans. Commun., vol. Com-36, pp. 1004-1012.
MARCELLIN, M.W. and FISCHER, T.R. (Jan.1990), "Trellis Coded Quantization of M emoryless and Gauss-M arkov Sources", IEEE Trans. Commun., vol. 38, pp. 82-93.
MARCELLIN, M.W. and FISCHER, T.R. (Feb.1991), "Joint Trellis Coded Quanti zation / Modulation," IEEE Trans. Commun., vol. 39, pp. 172-176.
UNGERBOECK, G. (Jan.1982) "Channel Coding With M ultilevel/Phase Signals", IEEE Trans. Inform. Theory, vol. 28, pp. 55-67.
UYSAL, M. and UÇAN, O.N. (1997), "Combined Trellis Quantization/M odulation over Fading M obile Channel " ACTS Mobile Commun. Summit, pp.906-911, Denmark.

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

Osman Nuri Uçan This is me

Atilla Özmen This is me

Publication Date

January 1, 2000

Submission Date

-

Acceptance Date

-

Published in Issue

Year 2000 Volume: 1 Number: 1

IZ

https://izlik.org/JA27RD29HM

Cite

RIS / Bibtex

APA

Uçan, O. N., & Özmen, A. (2000). PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION / MODULATION SCNN-CNN CTCQ/TCM APPROACH OVER RICIAN FADING CHANNEL. Doğuş Üniversitesi Dergisi, 1(1), 217-224. https://izlik.org/JA27RD29HM

AMA

1.Uçan ON, Özmen A. PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION / MODULATION SCNN-CNN CTCQ/TCM APPROACH OVER RICIAN FADING CHANNEL. Doğuş Üniversitesi Dergisi. 2000;1(1):217-224. https://izlik.org/JA27RD29HM

Chicago

Uçan, Osman Nuri, and Atilla Özmen. 2000. “PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION MODULATION SCNN-CNN CTCQ TCM APPROACH OVER RICIAN FADING CHANNEL”. Doğuş Üniversitesi Dergisi 1 (1): 217-24. https://izlik.org/JA27RD29HM.

EndNote

Uçan ON, Özmen A (January 1, 2000) PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION / MODULATION SCNN-CNN CTCQ/TCM APPROACH OVER RICIAN FADING CHANNEL. Doğuş Üniversitesi Dergisi 1 1 217–224.

IEEE

[1]O. N. Uçan and A. Özmen, “PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION / MODULATION SCNN-CNN CTCQ/TCM APPROACH OVER RICIAN FADING CHANNEL”, Doğuş Üniversitesi Dergisi, vol. 1, no. 1, pp. 217–224, Jan. 2000, [Online]. Available: https://izlik.org/JA27RD29HM

ISNAD

Uçan, Osman Nuri - Özmen, Atilla. “PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION MODULATION SCNN-CNN CTCQ TCM APPROACH OVER RICIAN FADING CHANNEL”. Doğuş Üniversitesi Dergisi 1/1 (January 1, 2000): 217-224. https://izlik.org/JA27RD29HM.

JAMA

1.Uçan ON, Özmen A. PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION / MODULATION SCNN-CNN CTCQ/TCM APPROACH OVER RICIAN FADING CHANNEL. Doğuş Üniversitesi Dergisi. 2000;1:217–224.

MLA

Uçan, Osman Nuri, and Atilla Özmen. “PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION MODULATION SCNN-CNN CTCQ TCM APPROACH OVER RICIAN FADING CHANNEL”. Doğuş Üniversitesi Dergisi, vol. 1, no. 1, Jan. 2000, pp. 217-24, https://izlik.org/JA27RD29HM.

Vancouver

1.Osman Nuri Uçan, Atilla Özmen. PERFORMANCE OF GRAY SCALED IMAGES USING SEGMENTED CELLULAR NEURAL NETWORKCELLULAR NEURAL NETWORK COMBINED TRELLIS CODED QUANTIZATION / MODULATION SCNN-CNN CTCQ/TCM APPROACH OVER RICIAN FADING CHANNEL. Doğuş Üniversitesi Dergisi [Internet]. 2000 Jan. 1;1(1):217-24. Available from: https://izlik.org/JA27RD29HM