Multiple-Resampling Receiver Design for OFDM Over Doppler-Distorted Underwater Acoustic Channels

被引:84
作者
Tu, Kai [1 ]
Duman, Tolga M. [2 ]
Stojanovic, Milica [3 ]
Proakis, John G. [4 ]
机构
[1] Arizona State Univ, Sch Elect Comp & Energy Engn, Tempe, AZ 85287 USA
[2] Bilkent Univ, Dept Elect & Elect Engn, TR-06800 Ankara, Turkey
[3] Northeastern Univ, Dept Elect & Comp Engn, Boston, MA 02115 USA
[4] Univ Calif San Diego, Dept Elect & Comp Engn, La Jolla, CA 92093 USA
关键词
Channel estimation; Doppler effect; interference suppression; matched filters; multiple-input-multiple-output (MIMO); multiuser detection; orthogonal frequency-division multiplexing (OFDM); underwater communication; time-varying channels; MULTICARRIER COMMUNICATION; INTERCARRIER INTERFERENCE; SYSTEMS; CANCELLATION;
D O I
10.1109/JOE.2012.2221812
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In this paper, we focus on orthogonal frequency-division multiplexing(OFDM) receiver designs for underwater acoustic (UWA) channels with user- and/or path-specific Doppler scaling distortions. The scenario is motivated by the cooperative communications framework, where distributed transmitter/receiver pairsmay experience significantly different Doppler distortions, as well as by the single-user scenarios, where distinct Doppler scaling factors may exist among different propagation paths. The conventional approach of front-end resampling that corrects for common Doppler scaling may not be appropriate in such scenarios, rendering a post-fast-Fourier-transform (FFT) signal that is contaminated by user- and/or path-specific intercarrier interference. To counteract this problem, we propose a family of front-end receiver structures that utilize multiple-resampling(MR) branches, each matched to the Doppler scaling factor of a particular user and/or path. Following resampling, FFT modules transform the Doppler-compensated signals into the frequency domain for further processing through linear or nonlinear detection schemes. Aspart of the overall receiver structure, a gradient-descent approach is also proposed to refine the channel estimates obtained by standard sparse channel estimators. The effectiveness and robustness of the proposed receivers are demonstrated via simulations, as well as emulations based on real data collected during the 2010 Mobile Acoustic Communications Experiment (MACE10, Martha's Vineyard, MA) and the 2008 Kauai Acomms MURI (KAM08, Kauai, HI) experiment.
引用
收藏
页码:333 / 346
页数:14
相关论文
共 31 条
  • [1] [Anonymous], 1999, Matrichnye vychisleniya (Matrix Computations)
  • [2] [Anonymous], P AC JUN JUL
  • [3] Bahai AhmadR.S., 1999, Multi-Carrier Digital Communications: Theory and Applications of OFDM
  • [4] Sparse Channel Estimation for Multicarrier Underwater Acoustic Communication: From Subspace Methods to Compressed Sensing
    Berger, Christian R.
    Zhou, Shengli
    Preisig, James C.
    Willett, Peter
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (03) : 1708 - 1721
  • [5] Sensitivity to Basis Mismatch in Compressed Sensing
    Chi, Yuejie
    Scharf, Louis L.
    Pezeshki, Ali
    Calderbank, A. Robert
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2011, 59 (05) : 2182 - 2195
  • [6] Davidson K., 2010, MACE10 MOBILE ACOUST
  • [7] Dawod N. H., 2005, P CAN C EL COMP ENG, P155
  • [8] Duman T.M., 2007, Coding for MIMO Communication Systems
  • [10] Shifting the MIMO paradigm
    Gesbert, David
    Kountouris, Marios, Jr.
    Heath, Robert W.
    Chae, Chan-Byoung
    Saelzer, Thomas
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2007, 24 (05) : 36 - 46