Skip to main content

Matrix Approach to Solution of the Inverse Problems for Multimedia Wireless Communication Links

  • Chapter
  • First Online:
Computer Vision in Advanced Control Systems-5

Part of the book series: Intelligent Systems Reference Library ((ISRL,volume 175))

  • 369 Accesses

Abstract

The goal of this chapter is the analysis of a principal difference between the direct and inverse problems related to the applied electrodynamics, and radio, acoustic and optical wave physics, as well as, the relations of direct and inverse problems with each other. We use the concept of matrix or tensor equations technique for direct problem derivation, which deals with finding of the wave field for known distribution of sources of wave radiation. The same matrix approach is presented for the inverse problem resolving, which deals with determination and localization of the radiated sources’ distribution a few limited cases of canonical objects and media. The strict analytical solution of such problems is obtained only for special cases of sources distribution and signal reconstruction. New methodology of how to identify the shape, form, structure, and type of material and define the parameters of media via knowledge on the wave field spatial, temporal, and spectral distribution arrived at the wave receiver and recorded by the detector, localizing any source and eliminating image speeding, has been created.

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

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Horadam, K.J.: Hadamard Matrices and Their Applications. Princeton, New Jersey, Princeton University Press (2007)

    Book  Google Scholar 

  2. Balonin, N., Sergeev, M.: Expansion of the orthogonal basis in video compression. Front. Artif. Intell. Appl. 262, 468–474 (2014)

    Google Scholar 

  3. Sergeev A.M., Blaunstein N.S.: Orthogonal matrices with symmetrical structures for image processing. Informatsionno-upravliaiushchie sistemy [Information and Control Systems] 6, 2–8 (in Russian) (2017)

    Article  Google Scholar 

  4. Tikhonov, A.N., Goncharsky, A.V., Stepanov, V.V., Yagola, A.G.: Numerical methods for the solution of ill-posed problems. Springer Science + Business Media Dordrecht (1995)

    Google Scholar 

  5. Tikhonov, A.N., Leonov, A.S., Yagola, A.G.: Nonlinear Incorrect Problems. Nauka, Moscow (in Russian) (1995)

    MATH  Google Scholar 

  6. Yakubov, V.P., Shipilov, S.E.: Inverse problems of radio physics, Tomsk: Editors NTL, (in Russian) (2016)

    Google Scholar 

  7. Blaunstein, N., Yakubov, V.P. (eds.): Electromagnetic and Acoustic Wave Tomography: Direct and Inverse Problems in Practical Applications. CRC, Taylor & Frances Group, Boca Raton, FL (2019)

    Google Scholar 

  8. Kawamoto, T., Di, G.B.: New small wheel technical design report. http://cdsweb.cern.ch/record/1552862/. Accessed 4 Aug 2019

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nathan Blaunstein .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Sergeev, M., Blaunstein, N. (2020). Matrix Approach to Solution of the Inverse Problems for Multimedia Wireless Communication Links. In: Favorskaya, M., Jain, L. (eds) Computer Vision in Advanced Control Systems-5. Intelligent Systems Reference Library, vol 175. Springer, Cham. https://doi.org/10.1007/978-3-030-33795-7_4

Download citation

Publish with us

Policies and ethics