Optimum bit rate for image transmission over underwater acoustic channel

In this paper, image transmission in underwater channels is considered. The images are encoded with forward error correction using an unequal error protection technique together with the Reed-Solomon codes and dynamic bit-rate allocation before transmitted. This paper proposes a novel rate allocation scheme for efficient image bit stream transmission in underwater acoustic channels with optimum bit rates. The optimality is achieved in the sense that the comprehensive peak signal–to–noise ratio of the image transmission is maximized under channel bit rate and bit error rate constraints. Based on a modified set partitioning in hierarchical trees (M-SPIHT) image coder, four different flocks of bit-streams based on their significance levels are generated. According to their significance levels, the blocks of the significant bits, the sign bits, the set bits and the refinement bits are transmitted with different protection levels, so as to reduce the total distortion of received image. In addition to the careful selection of each component and intuitive justification in the detailed system design, simulation results have also been included. It is demonstrated that the proposed scheme outperforms the equal error protection for image transmission in underwater channels, significantly improves the peak signals–to–noise ratio (PSNR) performance in comparison to existing coding schemes.

[1]  Danchi Jiang,et al.  SPIHT coded image transmission over underwater acoustic channel with unequal error protection using HQAM , 2013, 2013 IEEE Third International Conference on Information Science and Technology (ICIST).

[2]  J. P. Odenwalder,et al.  Error Control Coding Handbook , 1976 .

[3]  U. Mohammed,et al.  An Efficient Rate Allocation Scheme with Selective Weighted Function for Optimum Peak-to-Average Power Ratio for Transmission of Image Streams Over OFDM Channels , 2009 .

[4]  Zhu Fanglai Modeling and Simulation on Underwater Acoustic Communication Channel , 2013 .

[5]  Yi Sun,et al.  Image compression method of terrain based on Antonini wavelet transform , 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

[6]  Michele Zorzi,et al.  A study on the SPIHT image coding technique for underwater acoustic communications , 2011, WUWNet.

[7]  K. Ramchandran,et al.  Multiple description source coding using forward error correction codes , 1999, Conference Record of the Thirty-Third Asilomar Conference on Signals, Systems, and Computers (Cat. No.CH37020).

[8]  M. Chitre,et al.  Optimal and Near-Optimal Signal Detection in Snapping Shrimp Dominated Ambient Noise , 2006, IEEE Journal of Oceanic Engineering.

[9]  Madhu Sudan,et al.  Priority encoding transmission , 1994, Proceedings 35th Annual Symposium on Foundations of Computer Science.

[10]  Lan Zhang,et al.  Design and Application of dynamic coding in shallow water acoustic communications , 2012, 2012 Oceans - Yeosu.

[11]  L. Freitag,et al.  High rate acoustic link for underwater video transmission , 2004, Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492).

[12]  Fabio R. B. Lopes,et al.  Underwater Acoustic Noise Model for Shallow Water Communications , 2012 .

[13]  J. Trubuil,et al.  Accurate Doppler estimation for underwater acoustic communications , 2012, 2012 Oceans - Yeosu.

[14]  Mandar Chitre,et al.  A high-frequency warm shallow water acoustic communications channel model and measurements. , 2007, The Journal of the Acoustical Society of America.

[15]  William A. Pearlman,et al.  Wavelet compression of ECG signals by the set partitioning in hierarchical trees algorithm , 2000, IEEE Transactions on Biomedical Engineering.

[16]  Danchi Jiang,et al.  Image transmission over underwater acoustic environment using OFDM technique with HQAM mapper , 2013, 2013 IEEE Third International Conference on Information Science and Technology (ICIST).

[17]  Jürgen Schönwälder,et al.  AquaTools: An Underwater Acoustic Networking Simulation Toolkit , 2010 .

[18]  Abhishek Katariya,et al.  Coded under Water Acoustic Communication (UWA) with Cryptography , 2010, 2010 International Conference on Computational Intelligence and Communication Networks.

[19]  Milica Stojanovic,et al.  Recent advances in high-speed underwater acoustic communications , 1996 .

[20]  Gonzalo R. Arce,et al.  Image transmission over the underwater acoustic channel via compressive sensing , 2011, 2011 45th Annual Conference on Information Sciences and Systems.

[21]  A Goalic,et al.  Underwater acoustic communication using Reed Solomon Block Turbo Codes channel coding to transmit images and speech , 2010, OCEANS 2010 MTS/IEEE SEATTLE.

[22]  Farid Ghani,et al.  Unequal Error Protection for SPIHT Coded Image Transmission over Erroneous Wireless Channels , 2011 .

[23]  William A. Pearlman,et al.  Three-Dimensional SPIHT Coding of Volume Images with Random Access and Resolution Scalability , 2006, 2006 Fortieth Asilomar Conference on Signals, Systems and Computers.

[24]  J.A. Simpson,et al.  An underwater optical communication system implementing Reed-Solomon channel coding , 2008, OCEANS 2008.

[25]  Albert Wang,et al.  Error control for receiver-driven layered multicast of audio and video , 2001, IEEE Trans. Multim..

[26]  William A. Pearlman,et al.  A new, fast, and efficient image codec based on set partitioning in hierarchical trees , 1996, IEEE Trans. Circuits Syst. Video Technol..

[27]  Milica Stojanovic,et al.  Underwater Acoustic Communication , 2015 .

[28]  Neele von Deetzen,et al.  Design of bandwidth-efficient unequal error protection LDPC codes , 2010, IEEE Transactions on Communications.

[29]  Danchi Jiang,et al.  Review Article: Multicarrier Communication for Underwater Acoustic Channel , 2013 .

[30]  James Preisig,et al.  Acoustic propagation considerations for underwater acoustic communications network development , 2006, Underwater Networks.

[31]  J. Proakis,et al.  Adaptive multichannel combining and equalization for underwater acoustic communications , 1993 .

[32]  A.B. Baggeroer,et al.  The state of the art in underwater acoustic telemetry , 2000, IEEE Journal of Oceanic Engineering.

[33]  Usama S. Mohammed,et al.  Image transmission over OFDM channel with rate allocation scheme and minimum peak-toaverage power ratio , 2010, ArXiv.

[34]  John G. Proakis,et al.  Evolution of Seaweb underwater acoustic networking , 2000, OCEANS 2000 MTS/IEEE Conference and Exhibition. Conference Proceedings (Cat. No.00CH37158).

[35]  Chris Murphy,et al.  Wavelet compression with set partitioning for low bandwidth telemetry from AUVs , 2010, WUWNet.