A link adaptation scheme optimized for wireless JPEG 2000 transmission over realistic MIMO systems

This paper proposes a Joint Source Channel Coding solution optimized for a wireless JPEG 2000 (JPWL ISO/IEC 15444-11) image transmission scheme over a MIMO channel. To ensure robustness of the transmission, channel diversity is exploited with a Closed-Loop MIMO-OFDM scheme. This relies on the Channe...

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Veröffentlicht in:Signal processing. Image communication 2012-11, Vol.27 (10), p.1066-1078
Hauptverfasser: Abot, Julien, Olivier, Christian, Perrine, Clency, Pousset, Yannis
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Sprache:eng
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Zusammenfassung:This paper proposes a Joint Source Channel Coding solution optimized for a wireless JPEG 2000 (JPWL ISO/IEC 15444-11) image transmission scheme over a MIMO channel. To ensure robustness of the transmission, channel diversity is exploited with a Closed-Loop MIMO-OFDM scheme. This relies on the Channel State Information (CSI) knowledge on the transmitter side, which allows the MIMO channel to be decomposed into several hierarchical SISO subchannels. In the proposed scheme, the JPWL codestream is divided into hierarchical quality layer passing through the SISO subchannels. With the CSI, a global and optimal method for adjusting all the system parameters of each SISO subchannel is provided. Accordingly, adaptive modulation, Unequal Error Protection (UEP), Unequal Power Allocation (UPA) and source coding rate is provided for each quality layers. The major strength of this work is to provide an optimal method that parameterizes several variables. These have an effect on the rate-distortion trade-off under bitrate, Quality of Service (QoS) and power constraints. Finally, the proposed work allows flexible and reactive coding of a JPWL codestream adapted to the instantaneous channel status. The performance of this technique is evaluated over a realistic time-varying MIMO channel provided by a 3D-ray tracing propagation model. A significant improvement in the quality of the image is demonstrated. ► A link adaptation on Closed-Loop MIMO-OFFDM scheme for JPWL image transmission is proposed. ► An Unequal Power Allocation model under BER constraint is implemented to maximize the visual quality in reception. ► A tree classification strategy is proposed to provide the optimal parameters setting. ► A realistic time-varying MIMO channel provided by a 3D-ray tracer propagation model is used. ► Results show a significant improvement in quality compared with other precoders of the literature.
ISSN:0923-5965
1879-2677
DOI:10.1016/j.image.2012.08.003