Abstract
AbstractIn order to guarantee a robust transmission of JPWL (JPEG Wireless: Joint Photographic Experts Group Wireless) images through time and frequency selective wireless channels, an efficient adaptive communication strategy is proposed. It is based on an optimization of a closed-loop adaptive multiple-input multiple-output, orthogonal frequency division multiplexing (MIMO-OFDM) scheme associated with a shaping BICM (bit-interleaved coded modulation) technique composed of a duo binary turbo code (DBTC), high-order modulations such as 64–256 QAM (Quadrature Amplitude Modulation) and a shaping code. According to the CSI (channel state information) knowledge at the transmitter side, an algorithm based on unequal error protection (UEP) and unequal power allocation (UPA) is used to select the transmitter key parameters (source/channel encoder rate, modulation order, power, number of quality layers and number of iterations of the Turbo decoder) to achieve the target Quality of Service (QoS). The proposed DBTC-shaping BICM scheme reaches a shaping gain of 1.2 dB for a 256 QAM modulation over a SISO Gaussian channel, whereas only 0.7 dB of shaping gain can be achieved in a scheme that uses the LDPC shaping BICM scheme for the same modulation order. Based on a DBTC shaping BICM scheme and an adaptive algorithm, the proposed MIMO-OFDM strategy achieves better performance compared to a strategy using an iterative process between an RS (Reed-Solomon) and arithmetic decoders. As a result, and on the one hand, a gain of 5.38 dB can be achieved in terms of PSNR (peak signal-to-noise ratio). On the other hand, a gain of 78% in terms of power consumption is obtained for the same QoS level. Moreover, the adaptive number of iterations in the proposed strategy can minimize the computational complexity of the turbo decoding compared to a scheme using four iterations whatever the channel conditions.
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Computer Science Applications,Signal Processing
Reference38 articles.
1. ISO/IEC 15444-1 / ITU-T T.800, JPEG 2000 Image Coding System: Core Coding System (2002)
2. ISO/IEC 15444-11:2007, JPEG 2000 Image Coding System–part11: Wireless JPEG 2000 (2007)
3. N. Thomos, N.V.Boulgouris, M.G.Strintzis, Optimized transmission of JPEG 2000 streams over wireless channels, IEEE Transactions on Image Processing 15, 54–67, 2006.
4. L. Atzori, Transmission of JPEG2000 images over wireless channels with unequal power distribution, IEEE Transactions on Consumer Electronics 49 (11), 883–888, 2003.
5. Y. Zhang, X.Li and H.Yang, Unequal Error Protection in Image Transmission Based on LDPC Codes, International Journal of Signal Processing, Image Processing and Pattern Recognition, Vol. 9, No. 3, pp. 1–10, 2016.