Skip to main content
SpringerLink
Log in

Related Methods and Future Directions

  • Chapter
  • First Online:
Track-Before-Detect Using Expectation Maximisation

Part of the book series: Signals and Communication Technology ((SCT))

  • 634 Accesses

Abstract

There are a number of other tracking algorithms in the literature that are closely related to PMHT and H-PMHT. In this chapter, we briefly review the most closely related methods and discuss the differences between them. We also look at a couple of promising areas of future development with H-PMHT.

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

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 139.00
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. Carevic, D., Davey, S.J.: Two algorithms for modeling and tracking of dynamic time-frequency spectra. IEEE Trans. Signal Process. 64 (2016)

    Google Scholar 

  2. Davey, S.J., Williams, J.L.: Marginal multi-target track-before-detect (in preparation)

    Google Scholar 

  3. Gelman, A., Carlin, J.B., Stern, H.S., Rubin, D.B.: Bayesian Data Analysis. Chapman and Hall/CRC, Boca Raton (2004)

    Google Scholar 

  4. Li, S., Chen, S., Leung, H., Bosse, E.: Joint data association, registration, and fusion using EM-KF. IEEE Trans. Aerosp. Electron. Syst. 46 (2010)

    Google Scholar 

  5. Pulford, G.W., La Scala, B.F.: MAP estimation of target manoeuvre sequence with the expectation-maximisation algorithm. IEEE Trans. Aerosp. Electron. Syst. 38, 367–377 (2002)

    Article  Google Scholar 

  6. Strens, M.J.A., Gregory, I.N.: Tracking in cluttered images. Image Vis. Comput. 21, 891–911 (2003)

    Article  Google Scholar 

  7. Vu, H.X.: Track-before-detect for active sonar. Ph.D. thesis, The University of Adelaide (2015)

    Google Scholar 

  8. Vu, H.X., Davey, S.J., Arulampalam, S., Fletcher, F., Lim, C.C.: H-PMHT with a Poisson measurement model. In: Radar, pp. 446–451. Adelaide, South Australia (2013)

    Google Scholar 

  9. Williams, J.L.: Personal communications (2016)

    Google Scholar 

  10. Wong, S.C.: Algorithms and architectures for visual tracking. Ph.D. thesis, The University of South Australia (2010)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Defence Science and Technology, Edinburgh, SA, Australia

    Samuel J. Davey & Han X. Gaetjens

Authors
  1. Samuel J. Davey
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Han X. Gaetjens
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Samuel J. Davey .

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Crown

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Davey, S.J., Gaetjens, H.X. (2018). Related Methods and Future Directions. In: Track-Before-Detect Using Expectation Maximisation. Signals and Communication Technology. Springer, Singapore. https://doi.org/10.1007/978-981-10-7593-3_13

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-7593-3_13

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-7592-6

  • Online ISBN: 978-981-10-7593-3

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics

Search

Navigation