DOI QR코드

DOI QR Code

Adaptive OFDMA with Partial CSI for Downlink Underwater Acoustic Communications

  • Zhang, Yuzhi (School of Marine Science and Technology, Northwestern Polytechnical University) ;
  • Huang, Yi (Department of Electrical and Computer Engineering, University of Connecticut) ;
  • Wan, Lei (Aquatic Sensor Network Technology,) ;
  • Zhou, Shengli (Department of Electrical and Computer Engineering, University of Connecticut) ;
  • Shen, Xiaohong (School of Marine Science and Technology, Northwestern Polytechnical University) ;
  • Wang, Haiyan (School of Marine Science and Technology, Northwestern Polytechnical University)
  • Received : 2015.04.25
  • Accepted : 2015.09.20
  • Published : 2016.06.30

Abstract

Multiuser communication has been an important research area of underwater acoustic communications and networking. This paper studies the use of adaptive orthogonal frequency-division multiple access (OFDMA) in a downlink scenario, where a central node sends data to multiple distributed nodes simultaneously. In practical implementations, the instantaneous channel state information (CSI) cannot be perfectly known by the central node in time-varying underwater acoustic (UWA) channels, due to the long propagation delays resulting from the low sound speed. In this paper, we explore the CSI feedback for resource allocation. An adaptive power-bit loading algorithm is presented, which assigns subcarriers to different users and allocates power and bits to each subcarrier, aiming to minimize the bit error rate (BER) under power and throughput constraints. Simulation results show considerable performance gains due to adaptive subcarrier allocation and further improvement through power and bit loading, as compared to the non-adaptive interleave subcarrier allocation scheme. In a lake experiment, channel feedback reduction is implemented through subcarrier clustering and uniform quantization. Although the performance gains are not as large as expected, experiment results confirm that adaptive subcarrier allocation schemes based on delayed channel feedback or long term statistics outperform the interleave subcarrier allocation scheme.

Keywords

Acknowledgement

Supported by : Chinese Scholarship Council (CSC), NSF, National Science Foundation of China

References

  1. C. Y. Wong, R. Cheng, K. Letaief, and R. Murch, "Multiuser OFDM with adaptive subcarrier, bit, and power allocation," IEEE J. Sel. Areas Commun., vol. 17, no. 10, pp. 1747-1758, Oct. 1999. https://doi.org/10.1109/49.793310
  2. I. Kim, I.-S. Park, and Y. H. Lee, "Use of linear programming for dynamic subcarrier and bit allocation in multiuser OFDM," IEEE Trans. Veh. Technol., vol. 55, no. 4, pp. 1195-1207, July 2006. https://doi.org/10.1109/TVT.2006.877490
  3. Y. F. Chen and J. W Chen, "A fast subcarrier, bit, and power allocation algorithm for multiuser OFDM-based systems," IEEE Trans. Veh. Technol., vol 57, no. 2, pp. 873-881, Mar. 2008. https://doi.org/10.1109/TVT.2007.907029
  4. S. Chieochan and E. Hossain, "Adaptive radio resource allocation in OFDMA systems: a survey of the state-of-the-art approaches," Wireless Commun. Mobile Comput., vol. 9, no. 4, pp. 513-527, Apr. 2009. https://doi.org/10.1002/wcm.696
  5. T. Girici, C. Zhu, J. Agre, and A. Ephremides, "Proportional fair scheduling algorithm in OFDMA-based wireless systems with QoS constraints," J. Commun. Netw., vol. 12, no. 1, pp. 30-42, Feb. 2010. https://doi.org/10.1109/JCN.2010.6388432
  6. H. Vu and H. Kong, "Joint subcarrier matching and power allocation in OFDM two-way relay systems," J. Commun. Netw., vol. 14 no. 3, pp. 257-266, July 2012. https://doi.org/10.1109/JCN.2012.6253086
  7. M. Fathi and E. Karipidis, "Distributed allocation of subcarrier, power and bit-level in multicell orthogonal frequency-division multiple-access networks," IET Commun., vol. 8, no. 6, pp. 781-788, 2014. https://doi.org/10.1049/iet-com.2013.0463
  8. W. Pao, Y. Chen, and M. Tsai, "An Adaptive Allocation Scheme in Multiuser OFDM Systems with Time-Varying Channels," IEEE Trans. Wireless Commun., vol. 13, no. 2, pp. 669-679, 2014. https://doi.org/10.1109/TW.2013.123013.121981
  9. B. Li, S. Zhou, M. Stojanovic, L. Freitag, and P. Willett, "Multicarrier communication over underwater acoustic channels with nonuniform Doppler shifts," IEEE J. Ocean. Eng., vol. 33, no. 2, pp. 198-209, Apr. 2008. https://doi.org/10.1109/JOE.2008.920471
  10. G. Leus and P. A. VanWalree, "Multiband OFDMfor covert acoustic communications." IEEE J. Sel. Areas Commun., vol. 26, no. 9, pp. 1662-1673, Dec. 2008. https://doi.org/10.1109/JSAC.2008.081206
  11. J. Dang, F. Qu, and L. Yang, "Experimental results on OFDM-IDMA communications with carrier frequency offsets." in Proc. MTS/IEEE OCEANS, 2012.
  12. J. Tao and Y. R. Zheng, "Turbo detection for MIMO-OFDM underwater acoustic communications," J. Wireless Inf. Netw., vol. 20, no. 1, pp. 27-38, Mar. 2013. https://doi.org/10.1007/s10776-012-0182-4
  13. Z. Wang, S. Zhou, J. Catipovic, and P. Willett, "Asynchronous multiuser reception for OFDMin underwater acoustic communications," IEEE Trans. Wireless Commun., vol. 12, no. 3, pp. 1050-1061, Mar. 2013. https://doi.org/10.1109/TWC.2013.011713.120075
  14. S. Zhou and Z. Wang, OFDM for Underwater Acoustic Communications. John Wiley & Sons, 2014.
  15. Z. Liu and T. Yang, "On overhead reduction in time-reversed OFDM underwater acoustic communications," IEEE J. Ocean. Eng., vol. 39, no. 4, pp. 788-800, Oct. 2014. https://doi.org/10.1109/JOE.2013.2285658
  16. S. Liu, L. Ma, H. Li, T. Chen, and G. Qiao, "Design and Implementation of OFDM Underwater Acoustic Communication Algorithm Based on OMAP-L138," in Proc. ACM WUWNet, Nov. 2014.
  17. Y. Chen et al., "OFDM Modulated Dynamic Coded Cooperation in Underwater Acoustic Channels," IEEE J. Ocean. Eng., vol. 40, no. 1, pp. 159-168, Jan. 2015. https://doi.org/10.1109/JOE.2014.2304254
  18. Y. M. Aval and M. Stojanovic, "Differentially Coherent Multichannel Detection of Acoustic OFDM Signals," IEEE J. Ocean. Eng., vol. 40, no. 2, pp. 251-268, Apr. 2015. https://doi.org/10.1109/JOE.2014.2328411
  19. A. Radosevic, R. Ahmed, T. Duman, J. Proakis, andM. Stojanovic, "Adaptive OFDM modulation for underwater acoustic communications: Design considerations and experimental results," IEEE J. Ocean. Eng., vol. 39, no. 2, pp. 357-370, Apr. 2013. https://doi.org/10.1109/JOE.2013.2253212
  20. L. Wan et al., "Adaptive modulation and coding for underwater acoustic OFDM," IEEE J. Ocean. Eng., vol. 40, no. 2, pp. 327-336, Apr. 2015. https://doi.org/10.1109/JOE.2014.2323365
  21. F. Bouabdallah and R. Boutaba, "A distributed OFDMA medium access control for underwater acoustic sensors networks," in Proc. IEEE ICC, June 2011.
  22. J. Cheon and H.-S. Cho, "A delay-tolerant OFDMA-based MAC protocol for underwater acoustic sensor networks," in Proc. IEEE SSC, Apr. 2011.
  23. K. Tu, T. Duman, M. Stojanovic, and J. Proakis, "OFDMA for underwater acoustic communications," in Proc. Communication, Control, and Computing (Allerton), Sept. 2011.
  24. Y. Zhang et al., "Adaptive OFDMA for downlink underwater acoustic communications," in Proc. IEEE/MTS OCEANS, Sept. 2014.
  25. Y. Huang, L.Wan, S. Zhou, Z.Wang, and J. Huang, "Comparison of sparse recovery algorithms for channel estimation in underwater acoustic OFDM with data-driven sparsity learning," Elsevier J. Physical Commun., vol. 13, pp. 156-167, Dec. 2014.
  26. J. Chen, R. Berry, and M. Honig, "Limited feedback schemes for downlink OFDMA based on sub-channel groups," IEEE J. Sel. Areas Commun., vol. 26, no. 8, pp. 1451-1461, Oct. 2008. https://doi.org/10.1109/JSAC.2008.081011
  27. AquaSeNT, "Underwater Acoustic OFDM Modem," [Online]. Available http://www.aquasent.com/.
  28. K. Cho and D. Yoon, "On the general BER expression of one-and twodimensional amplitude modulations," IEEE Trans. Commun., vol. 50, no. 7, pp. 1074-1080, Nov. 2002. https://doi.org/10.1109/TCOMM.2002.800818
  29. P. Xia, S. Zhou, and G. Giannakis, "Adaptive MIMO-OFDM based on partial channel state information," IEEE Trans. Signal Process., vol. 52, no. 1, pp. 202-213, Jan. 2004. https://doi.org/10.1109/TSP.2003.819986
  30. H. Yan et al., "DSP based receiver implementation for OFDM acoustic modems," Physical Commun., vol. 5, no. 1, pp. 22-32, Mar. 2012. https://doi.org/10.1016/j.phycom.2011.09.001