Abstract
The possibility of applying the first principal component of the Karhunen–Loeve transform to localize reflections from a moving object on the time axis by sondaging with an ultra-wideband locator is studied.
Similar content being viewed by others
References
Hui Liu, Houshang Darabi, Pat Banerjee, and Jing Liu, Survey of wireless indoor positioning techniques and systems, IEEE Trans. Syst. Man Cybern., Part C: Appl. Rev., 2007, vol. 37, no.6.
Sachs, J., Handbook of Ultra-Wideband Short-Range Sensing. Theory, Sensors, Applications, Wiley-VCH Verlag GmbH & Co. KGaA, 2006.
Limin Wang, Karhunen-Loeve expansions and their applications, PhD Thesis, The London School of Economics and Political Science, 2008.
Dony, R.D., Karhunen-Loeve Transform. The Transform and Data Compression Handbook, Rao, K.R. and Yip, P.C., Eds., Boca Raton: CRC Press LLC, 2001.
Greitans, M. and Aristov, V., Extracting information from UWB pulse signal using the Karhunen-Loeve transform, Visn. Radioelectron. Telekomun., 2012, no.738.
Aristov, V., Karhunen-Loeve transform as a tool to eliminate signal’s redundancy, when small targets detection, Sci. Eur., 2016, vol. 2, no.2.
Pratt, W.K., Digital Image Processing, Wiley-Interscience, 2007, 4th ed.
Crowley, J.L., Wallner, F., and Schiele, B., Position estimation using principal components of range data, Proc. 1998 IEEE Int. Conf. Rob. Autom., 1998, vol.4.
Jeel, M.J., Blakeslee, J.P., Sirianni, M., Martel, A.R., White, R.L., and Ford, H.C., Principal Component Analysis of the Time-and Position-dependent Point-Spread Function of the Advanced Camera for Surveys, The Astronomical Society of the Pacific, 2007.
Kopeikin, V.V., Primary processing of georadar signals. http://www.geo-radar.ru/articles/article3.php.
Author information
Authors and Affiliations
Corresponding author
Additional information
Original Russian Text © V. Aristov, 2017, published in Avtomatika i Vychislitel’naya Tekhnika, 2017, No. 5, pp. 59–67.
About this article
Cite this article
Aristov, V. Distance localization of the moving object by applying the Karhunen–Loeve transform to ultra-wideband impulse signals. Aut. Control Comp. Sci. 51, 294–300 (2017). https://doi.org/10.3103/S0146411617050029
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.3103/S0146411617050029