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.
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Carevic, D., Davey, S.J.: Two algorithms for modeling and tracking of dynamic time-frequency spectra. IEEE Trans. Signal Process. 64 (2016)
Davey, S.J., Williams, J.L.: Marginal multi-target track-before-detect (in preparation)
Gelman, A., Carlin, J.B., Stern, H.S., Rubin, D.B.: Bayesian Data Analysis. Chapman and Hall/CRC, Boca Raton (2004)
Li, S., Chen, S., Leung, H., Bosse, E.: Joint data association, registration, and fusion using EM-KF. IEEE Trans. Aerosp. Electron. Syst. 46 (2010)
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)
Strens, M.J.A., Gregory, I.N.: Tracking in cluttered images. Image Vis. Comput. 21, 891–911 (2003)
Vu, H.X.: Track-before-detect for active sonar. Ph.D. thesis, The University of Adelaide (2015)
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)
Williams, J.L.: Personal communications (2016)
Wong, S.C.: Algorithms and architectures for visual tracking. Ph.D. thesis, The University of South Australia (2010)
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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
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DOI: https://doi.org/10.1007/978-981-10-7593-3_13
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Publisher Name: Springer, Singapore
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Online ISBN: 978-981-10-7593-3
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