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Joint Range and DOA Estimation for Near-Field Signals with a Few Snapshots

  • Bo Wang
  • Zhimin Yao
  • Deliang Liu
  • Yunfei Shi
Conference paper
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 463)

Abstract

2-D MUSIC method has been presented to jointly estimate range and DOA of narrowband near field signals. However, this approach is impractical on enormous application situations such as underwater source detection. Sparsity-based IAA are able to work well with few snapshots (even one). Two-dimensional version of IAA is proposed to estimate 2-D range and bearing information of narrowband near-field sources with few snapshots. In the case that snapshots are abundant, both 2-D MUSIC and 2-D IAA do well in estimating range and DOA. However, when it comes to a few snapshots, 2-D IAA performs much better than 2-D MUSIC. Computer simulation results by MATLAB validate the efficacy of 2-D IAA algorithm with few snapshots.

Keywords

DOA Range estimation Narrowband Near-field Iterative adaptive approach 

Notes

Acknowledgments

This work is funded by the National Natural Science Foundation of China under Grant 61601494.

References

  1. 1.
    Wu, Y., Dong, Y., Liao, G.: Jointly estimating both range and DOA of near field source. J. Electron. (China) 21(2), 104–109 (2004)CrossRefGoogle Scholar
  2. 2.
    Krim, H., Viberg, M.: Two decades of array processing research: the parametric approach. IEEE Sign. Process. Mag. 13(4), 67–94 (1996)CrossRefGoogle Scholar
  3. 3.
    Huang, Y.-D., Barkat, M.: Near-field multiple source localization by passive sensor array. IEEE Trans. Antennas Propag. 39(7), 968–975 (1991)CrossRefGoogle Scholar
  4. 4.
    Tian, Y., Lian, Q., Xu, H.: Sparse-reconstruction-based 2-D angle of arrival estimation with L-shaped array. Int. J. Electron. Commun. 72, 162–165 (2017)CrossRefGoogle Scholar
  5. 5.
    Ozaktas, H.M., Arikan, O., Kutay, M.A., Bozdagt, G.: Digital computation of the fractional Fourier transform. IEEE Trans. Signal Process. 44(9), 2141–2150 (1996)CrossRefGoogle Scholar

Copyright information

© Springer Nature Singapore Pte Ltd. 2019

Authors and Affiliations

  1. 1.Shijiazhuang Mechanical Engineering CollegeShijiazhuangChina

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