Assay of concurrent use of correlation and principal component analysis for tasks of UWB radar | Automatic Control and Computer Sciences Skip to main content
Springer Nature Link
Log in

Assay of concurrent use of correlation and principal component analysis for tasks of UWB radar

  • Published:
Automatic Control and Computer Sciences Aims and scope Submit manuscript

Abstract

The effectiveness of combining correlation of the signal reflected from the object with principal component analysis is investigated, for radar applications—in particular, ultrawide-band (UWB) bioradar systems such as remote contact-free detection and recording of human respiration. Simulation and physical experiments are employed. The signal/noise ratio for which it is advisable to use correlation of signal with reference signal is determined.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
¥17,985 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Japan)

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Yarovoy, A.G., Ligthart, L.P., Matuzas, J., and Levitas, B., UWB radar for human being detection, IEEE Aero and Electron. Syst. Mag., 2006, vol. 21, pp. 10–14.

    Article  Google Scholar 

  2. Lazaro, A., Girbau, D., and Villarino, R., Analysis of vital signs monitoring using an IR-UWB radar, Prog. Electromag. Res., 2010, vol. 100, pp. 265–284.

    Article  Google Scholar 

  3. Li, Y.F., Jing, X.J., Lv, H., and Wang, J.Q., Analysis of characteristics of two close stationary human targets detected by impulse radio UWB radar. Prog. Electromag. Res., 2012, vol. 126, pp. 429–447.

    Article  Google Scholar 

  4. Khermanis, E.Kh. and Karklin’sh, V.G., Diskretnye stroboskopicheskie preobrazovateli (Discrete Stroboscopic Transformers), Riga: Zinatne, 1977.

    Google Scholar 

  5. Kruminsh, K., and Plotsinsh, V., Speed of operation of equivalent time methods for conversion of noisy signals: A review. Autom. Control Compt. Sci., 2013, vol. 47, pp. 318–325.

    Article  Google Scholar 

  6. Greitans, M. and Aristov, V., Conservation of the law of phase modulation for UWB pulse signals in the first principal component, Autom. Control Compt. Sci., 2012, vol. 46, no. 4, pp. 179–184.

    Article  Google Scholar 

  7. Aristov, V., Impul’snyi lokator i metod glavnykh komponent kak sredstva analiza parametrov dykhaniya (Pulse Locator and Main Component Method as Means of Breath Parameter Analysis), Tambov: Gramota, 2013, part 3, pp. 20–23.

    Google Scholar 

  8. Voprosy podpoverkhnostnoi radiolokatsii (Questions of Undersurface Radiolocation), Grinev, A.Yu., Ed., Moscow: Radiotekhnika, 2005.

    Google Scholar 

  9. Karklin’sh, V. and Krumin’sh, K., Correlation filtration of statistically transformed signals, Avtom. Vychisl. Tekhn., 2007, No. 5, pp. 70–77.

    Google Scholar 

  10. Franks, L., Signal Theory, New York: Prentice-Hall, 1969.

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Institute of Electronics and Computation, ul. Dzerbenes14, Riga, LV-1006, Latvia

    V. Aristov, K. Kruminsh & V. Plotsinsh

Authors
  1. V. Aristov
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. K. Kruminsh
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. V. Plotsinsh
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to V. Aristov.

Additional information

Original Russian Text © V. Aristov, K. Kruminsh, V. Plotsinsh, 2014, published in Avtomatika i Vychislitel’naya Tekhnika, 2014, No. 5, pp. 68–76.

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Aristov, V., Kruminsh, K. & Plotsinsh, V. Assay of concurrent use of correlation and principal component analysis for tasks of UWB radar. Aut. Control Comp. Sci. 48, 296–302 (2014). https://doi.org/10.3103/S0146411614050022

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.3103/S0146411614050022

Keywords

Search

Navigation