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Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 246))

Abstract

The technology for through wall human detection with UWB radar was discussed. Due to the large amount of UWB radar data, compressive sensing theory was introduced and compressed UWB radar data can be collected. The singular value decomposition algorithm was used to acquire the singular values of compressed radar data. The compressed UWB radar data were collected at still status of human being for Gypsum wall. The experimental results showed that the singular values with human target were increased relative to the status without target.

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References

  1. Zaikov E, Sachs J, Aftanas M, Rovnakova J (2008) Detection of trapped people by UWB radar. Micorwave Conf (GeMIC) German 3:1–4

    Google Scholar 

  2. Rovnakova J, Svecova M, Kocur D et al (2008) Signal processing for through wall moving target tracking by M-sequence UWB radar. 2008 18th international conference on Radioelektronika 4:1–4

    Google Scholar 

  3. Kocur D, Gamec J, Svecova M, Gamcova M, Rovnakova J (2010) Imaging mehtod: an efficient algorithm for moving target tracking by UWB radar. Acta Polytechnica Hungarica 7(3):5–24

    Google Scholar 

  4. Kocur D, Rovnakova J, Svecova M (2009) Through wall tracking of moving targets by M-sequence UWB radar. Studies Comput Intell 243:349–364

    Article  Google Scholar 

  5. Sachs J, Aftanas M, Crabbe S et al (2008) Detection and tracking of moving or trapped people hidden by obstacles using ultra-wideband pseudo-noise radar. Eur Radar Conf 10:408–411

    Google Scholar 

  6. Singh S, Liang Q, Chen D, Sheng L (2011) Sense through wall human detection using UWB radar. EURASIP J Wireless Comm Networking 20

    Google Scholar 

  7. Wei Wang, Xin Zhou, Baoju Zhang, Jiasong Mu. Anomaly detection in big data from UWB radars. Security and Comm Networks Accepted. doi:10.1002/sec.745

  8. Donoho DL (2006) Compressed sensing. IEEE Trans Inform Theor 52(4):1289–1306

    Article  MathSciNet  Google Scholar 

  9. Candès E (2006) Compressive sampling. In: Proceedings of international congress of mathematicians, European Mathematical Society Publishing House, Madrid, Spain, pp 1433–1452

    Google Scholar 

  10. Candès E, Wakin M (2008) An introduction to compressive sampling. IEEE Signal Process Mag 25:21–30

    Article  Google Scholar 

  11. Averbuch A, Shai D, Shay D (2012) Adaptive compressed image sensing using dictionaries. SIAM J Imag Sci 5(1):57–89

    Article  MATH  Google Scholar 

Download references

Acknowledgements

The authors would love to thank Professor Qilian Liang in University of Texas at Arlington for providing the UWB radar data. This research was supported by the Tianjin Younger Natural Science Foundation (12JCQNJC00400) and National Natural Science Foundation of China(61271411).

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Correspondence to Wei Wang .

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© 2014 Springer International Publishing Switzerland

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Wang, W., Zhang, B., Mu, J. (2014). Through Wall Human Detection Using Compressed UWB Radar Data. In: Zhang, B., Mu, J., Wang, W., Liang, Q., Pi, Y. (eds) The Proceedings of the Second International Conference on Communications, Signal Processing, and Systems. Lecture Notes in Electrical Engineering, vol 246. Springer, Cham. https://doi.org/10.1007/978-3-319-00536-2_102

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  • DOI: https://doi.org/10.1007/978-3-319-00536-2_102

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-00535-5

  • Online ISBN: 978-3-319-00536-2

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