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Multi-Target Tracking Based on Multi-Bernoulli Filter with Amplitude for Unknown Clutter Rate


, : Multi-Target Tracking Based on Multi-Bernoulli Filter with Amplitude for Unknown Clutter Rate. Sensors 15(12): 30385-30402

Knowledge of the clutter rate is of critical importance in multi-target Bayesian tracking. However, estimating the clutter rate is a difficult problem in practice. In this paper, an improved multi-Bernoulli filter based on random finite sets for multi-target Bayesian tracking accommodating non-linear dynamic and measurement models, as well as unknown clutter rate, is proposed for radar sensors. The proposed filter incorporates the amplitude information into the state and measurement spaces to improve discrimination between actual targets and clutters, while adaptively generating the new-born object random finite sets using the measurements to eliminate reliance on prior random finite sets. A sequential Monte-Carlo implementation of the proposed filter is presented, and simulations are used to demonstrate the proposed filter's improvements in estimation accuracy of the target number and corresponding multi-target states, as well as the clutter rate.

US$19.90

PMID: 26690148

DOI: 10.3390/s151229804


Other references

Pic, M., 1895: Descriptions de Longicornes d'Armenie et regions voisines. Echange, XI 38-40

J.N. Ávila; F.C.emale Jr.; G.M.llmann; A.W.B.rba; F.F.L.ft, 2005: Thermal evolution of inverted basins; constraints from apatite fission track thermochronology in the Cuyo Basin, Argentine Precordillera. Apatite fission track thermochronology (AFTT) was applied to derive the thermal history of formation and inversion of the oil-bearing Triassic–Cretaceous Cuyo Basin, Argentine Precordillera. The obtained central fission track ages range from...

Kurzel, R.B.; Mausolf, F., 1978: Orbital involvement of an extramedullary plasmacytoma. A patient presenting with left-sided proptosis was found to have an EMP primary to the maxillary antrum with extenion into the orbital floor. The patient was in stage II, and myeloma protein was detectable. This protein was found to be the lambda-...

Yamamoto, H.; Iwade, T.; Nakano, R.; Mohri, M.; Amari, Y.; Noma, M., 2007: Images in cardiovascular medicine. Numerous small vegetations revealing Libman-Sacks endocarditis in catastrophic antiphospholipid syndrome. Circulation 116(20): E531-E535

Gorsche, R.G.; Falk, W.A., 1985: Family physicians' attitudes towards obstetrics in alberta. Concerned about family physicians' changing role in obstetrics, the Alberta Chapter of the College of Family Physicians of Canada conducted a survey of a 10% sample of Alberta family physicians. Practices and attitudes about various aspects o...

Haytaç, M.Cenk.; Cetin, T.; Seydaoglu, G., 2004: The effects of ovulation induction during infertility treatment on gingival inflammation. Background: Ovulation induction is the most common method of infertility treatment in which the ovaries are stimulated to produce multiple follicles. The aim of this study was to assess the effects of three drug protocols of ovulation induction: c...

Bubnov, R.V.; Strokan', A.M.; Abdullaiev, R.Ia., 2011: Comparative study of performance of lower extremities blocks under ultrasonography and nerve stimulator guidance. The aim of the study was to conduct a comparative analysis of regional anesthesia under neurostimulator, ultrasound guidance, and under combined guidance of the neurostimulator and ultrasound to ensure the safe and effective control of regional an...

Cheng, J.C., 1991: Distraction lengthening of the forearm. Seven patients aged six to 25 underwent progressive distraction lengthening of the forearm. Five had lengthening of the ulna and two of the radius. Four cases had multiple exostoses, two had post-traumatic distal epiphyseal arrests and one had dys...

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Mwaba, K.; Letloenyane, E.B., 1994: Attitudes and knowledge about hysterectomy: a study of women in Mmabtho. Thirty women aged 18 to 50 years (mean age = 28) completed a questionnaire measuring attitudes and knowledge about hysterectomy. The results showed that almost 60 percent of the respondents lacked knowledge about the procedure and that educational...