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Volumn 57, Issue 4, 2010, Pages 1429-1435

Estimating the probability density function of a nonstationary non-gaussian noise

Author keywords

Gaussian mixture models; Log likelihood function; Non Gaussian; Nonstationary

Indexed keywords

DISTRIBUTED NOISE; GAUSSIAN MIXTURE MODEL; GAUSSIAN MIXTURES; GAUSSIANS; LOG-LIKELIHOOD FUNCTIONS; MULTI-MODAL; NON-GAUSSIAN; NON-GAUSSIAN NOISE; NONSTATIONARY; NONZERO MEAN; PROBABILITY DENSITY FUNCTION (PDF); SIMULATION RESULT; UNIMODAL;

EID: 77949401688     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2009.2039451     Document Type: Article
Times cited : (15)

References (30)
  • 1
    • 70349609845 scopus 로고    scopus 로고
    • Simple pedestrian localization algorithms based on distributed wireless sensor network
    • Oct.
    • H. S. Ahn and K. H. Ko, "Simple pedestrian localization algorithms based on distributed wireless sensor network," IEEE Trans. Ind. Electron., vol.56, no.10, pp. 4296-4302, Oct. 2009.
    • (2009) IEEE Trans. Ind. Electron. , vol.56 , Issue.10 , pp. 4296-4302
    • Ahn, H.S.1    Ko, K.H.2
  • 2
    • 51449119993 scopus 로고    scopus 로고
    • Velocity estimation by using position and acceleration sensors
    • Oct.
    • W.-H. Zhu and T. Lamarche, "Velocity estimation by using position and acceleration sensors," IEEE Trans. Ind. Electron., vol.54, no.5, pp. 2706-2715, Oct. 2007.
    • (2007) IEEE Trans. Ind. Electron. , vol.54 , Issue.5 , pp. 2706-2715
    • Zhu, W.-H.1    Lamarche, T.2
  • 3
    • 4043171894 scopus 로고    scopus 로고
    • Modeling and slidingmode control of friction-based object transport using two-mode ultrasonic excitation
    • Aug.
    • W. Panusittikorn, M. C. Lee, and P. I. Ro, "Modeling and slidingmode control of friction-based object transport using two-mode ultrasonic excitation," IEEE Trans. Ind. Electron., vol.51, no.4, pp. 917-926, Aug. 2004.
    • (2004) IEEE Trans. Ind. Electron. , vol.51 , Issue.4 , pp. 917-926
    • Panusittikorn, W.1    Lee, M.C.2    Ro, P.I.3
  • 4
    • 33947358665 scopus 로고    scopus 로고
    • Modeling of force sensing and validation of disturbance observer for force control
    • Feb.
    • S. Katsura, Y. Matsumoto, and K. Ohnishi, "Modeling of force sensing and validation of disturbance observer for force control," IEEE Trans. Ind. Electron., vol.54, no.1, pp. 530-538, Feb. 2007.
    • (2007) IEEE Trans. Ind. Electron. , vol.54 , Issue.1 , pp. 530-538
    • Katsura, S.1    Matsumoto, Y.2    Ohnishi, K.3
  • 6
    • 33747601110 scopus 로고    scopus 로고
    • Attitude estimation by multiple-mode Kalman filters
    • Aug.
    • Y. S. Suh, "Attitude estimation by multiple-mode Kalman filters," IEEE Trans. Ind. Electron., vol.53, no.4, pp. 1386-1389, Aug. 2006.
    • (2006) IEEE Trans. Ind. Electron. , vol.53 , Issue.4 , pp. 1386-1389
    • Suh, Y.S.1
  • 7
    • 70349625598 scopus 로고    scopus 로고
    • Kalman-filter-based sensor integration of variable power assist control based on human stiffness estimation
    • Oct.
    • C. Mitsantisuk, S. Katsura, and K. Ohishi, "Kalman-filter-based sensor integration of variable power assist control based on human stiffness estimation," IEEE Trans. Ind. Electron., vol.56, no.10, pp. 3897-3905, Oct. 2009.
    • (2009) IEEE Trans. Ind. Electron. , vol.56 , Issue.10 , pp. 3897-3905
    • Mitsantisuk, C.1    Katsura, S.2    Ohishi, K.3
  • 9
    • 0032186554 scopus 로고    scopus 로고
    • Recursive estimation of images using non-Gaussian autoregressive models
    • Oct.
    • S. R. Kadaba, S. B. Gelfand, and R. L. Kashyap, "Recursive estimation of images using non-Gaussian autoregressive models," IEEE Trans. Image Process., vol.7, no.10, pp. 1439-1452, Oct. 1998.
    • (1998) IEEE Trans. Image Process. , vol.7 , Issue.10 , pp. 1439-1452
    • Kadaba, S.R.1    Gelfand, S.B.2    Kashyap, R.L.3
  • 11
    • 0030394144 scopus 로고    scopus 로고
    • Modeling and simulation of non-Gaussian correlated clutter
    • S. Fang, W. Li, and D. Zhu, "Modeling and simulation of non-Gaussian correlated clutter," in Proc. CIE Int. Conf. Radar, 1996, pp. 195-199.
    • (1996) Proc. CIE Int. Conf. Radar , pp. 195-199
    • Fang, S.1    Li, W.2    Zhu, D.3
  • 12
    • 0027259675 scopus 로고
    • Target tracking with glint noise
    • Jan.
    • W.-R. Wu, "Target tracking with glint noise," IEEE Trans. Aerosp. Electron. Syst., vol.29, no.1, pp. 174-185, Jan. 1993.
    • (1993) IEEE Trans. Aerosp. Electron. Syst. , vol.29 , Issue.1 , pp. 174-185
    • Wu, W.-R.1
  • 13
    • 0026119462 scopus 로고
    • Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theory, results and some applications
    • Mar.
    • J. M. Mendel, "Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theory, results and some applications," Proc. IEEE, vol.79, no.3, pp. 278-305, Mar. 1991.
    • (1991) Proc. IEEE , vol.79 , Issue.3 , pp. 278-305
    • Mendel, J.M.1
  • 15
    • 0021404166 scopus 로고
    • Mixture densities maximum likelihood and the em algorithms
    • Apr.
    • R. A. Redner and H. F. Walker, "Mixture densities maximum likelihood and the EM algorithms," SIAM Rev., vol.26, no.2, pp. 195-239, Apr. 1984.
    • (1984) SIAM Rev. , vol.26 , Issue.2 , pp. 195-239
    • Redner, R.A.1    Walker, H.F.2
  • 19
    • 0032187343 scopus 로고    scopus 로고
    • Parameter estimation for autoregressive Gaussian-mixture processes: The EMAX algorithm
    • Oct.
    • S. M. Verbout, J. M. Ooi, J. T. Ludwing, and A. Oppenheim, "Parameter estimation for autoregressive Gaussian-mixture processes: The EMAX algorithm," IEEE Trans. Signal Process., vol.46, no.10, pp. 2744-2756, Oct. 1998.
    • (1998) IEEE Trans. Signal Process. , vol.46 , Issue.10 , pp. 2744-2756
    • Verbout, S.M.1    Ooi, J.M.2    Ludwing, J.T.3    Oppenheim, A.4
  • 20
    • 0024683622 scopus 로고
    • Efficient estimation of parameters non-Gaussian autoregressive processes
    • Jun.
    • D. Sengupta and S. M. Kay, "Efficient estimation of parameters non-Gaussian autoregressive processes," IEEE Trans. Acoust., Speech, Signal Process., vol.37, no.6, pp. 785-794, Jun. 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Process. , vol.37 , Issue.6 , pp. 785-794
    • Sengupta, D.1    Kay, S.M.2
  • 21
    • 0029289503 scopus 로고
    • Gaussian mixture density modeling of non-Gaussian source for autoregressive process
    • Apr.
    • Y. Zhao, X. Zhuang, and S. J. Ting, "Gaussian mixture density modeling of non-Gaussian source for autoregressive process," IEEE Trans. Signal Process., vol.43, no.4, pp. 894-903, Apr. 1995.
    • (1995) IEEE Trans. Signal Process. , vol.43 , Issue.4 , pp. 894-903
    • Zhao, Y.1    Zhuang, X.2    Ting, S.J.3
  • 22
    • 0033323084 scopus 로고    scopus 로고
    • Blind and total identification of ARMA mode in higher order cumulants domain
    • Dec.
    • H.-Z. Tan and T. W. S. Chow, "Blind and total identification of ARMA mode in higher order cumulants domain," IEEE Trans. Ind. Electron., vol.46, no.6, pp. 1233-1240, Dec. 1999.
    • (1999) IEEE Trans. Ind. Electron. , vol.46 , Issue.6 , pp. 1233-1240
    • Tan, H.-Z.1    Chow, T.W.S.2
  • 23
    • 49949107638 scopus 로고    scopus 로고
    • Parameter estimation of non-Gaussian probability density of one-dimensional signals and interferences by iterative method of maximum likelihood
    • May
    • E. A. Ibatoulline, "Parameter estimation of non-Gaussian probability density of one-dimensional signals and interferences by iterative method of maximum likelihood," in Proc. IEEE Int. Symp. EMC, May 2003, vol.1, pp. 363-366.
    • (2003) Proc. IEEE Int. Symp. EMC , vol.1 , pp. 363-366
    • Ibatoulline, E.A.1
  • 24
    • 49949106094 scopus 로고    scopus 로고
    • Iterative method of maximun likelihood for estimation of non-Gaussian probability density of signals and interferences
    • May
    • E. A. Ibatoulline, "Iterative method of maximun likelihood for estimation of non-Gaussian probability density of signals and interferences," in Proc. IEEE Int. Symp. Electromagn. Compat., May 2002, pp. 524-528.
    • (2002) Proc. IEEE Int. Symp. Electromagn. Compat. , pp. 524-528
    • Ibatoulline, E.A.1
  • 25
    • 36249029853 scopus 로고    scopus 로고
    • Correntropy: Properties and applications in non-Gaussian signal processing
    • Nov.
    • W. Liu, P. P. Pokharel, and J. C. Principe, "Correntropy: Properties and applications in non-Gaussian signal processing," IEEE Trans. Signal Process., vol.55, no.11, pp. 5286-5298, Nov. 2007.
    • (2007) IEEE Trans. Signal Process. , vol.55 , Issue.11 , pp. 5286-5298
    • Liu, W.1    Pokharel, P.P.2    Principe, J.C.3
  • 26
    • 39549089137 scopus 로고    scopus 로고
    • A generalized least absolute deviation method for parameter estimation of autoregressive signals
    • Jan.
    • Y. Xia and M. S. Kamel, "A generalized least absolute deviation method for parameter estimation of autoregressive signals," IEEE Trans. Neural Netw., vol.19, no.1, pp. 107-118, Jan. 2008.
    • (2008) IEEE Trans. Neural Netw. , vol.19 , Issue.1 , pp. 107-118
    • Xia, Y.1    Kamel, M.S.2
  • 27
    • 49949101215 scopus 로고    scopus 로고
    • Parameter estimation of a signal alongwith non-stationary non-Gaussian noise
    • Nov.
    • A. Mukherjee and A. Sengupta, "Parameter estimation of a signal alongwith non-stationary non-Gaussian noise," in Proc. 33rd IEEE IECON, Nov. 2007, pp. 2429-2433.
    • (2007) Proc. 33rd IEEE IECON , pp. 2429-2433
    • Mukherjee, A.1    Sengupta, A.2
  • 29
    • 0033351677 scopus 로고    scopus 로고
    • Adaptive identification of non-Gaussian/non-stationary glint noise
    • W.-R. Wu and K.-G. Wu, "Adaptive identification of non-Gaussian/non-stationary glint noise," IEICE Trans. Fundam. Electron. Commun. Comput. Sci., vol.E82-A, no.12, pp. 2783-2792, 1999.
    • (1999) IEICE Trans. Fundam. Electron. Commun. Comput. Sci. , vol.E82-A , Issue.12 , pp. 2783-2792
    • Wu, W.-R.1    Wu, K.-G.2
  • 30
    • 0002210265 scopus 로고
    • On the convergence properties of the em algorithm
    • R. A. Redner and H. F.Walker, "On the convergence properties of the EM algorithm," Ann. Stat., vol.11, no.1, pp. 95-103, 1983.
    • (1983) Ann. Stat. , vol.11 , Issue.1 , pp. 95-103
    • Redner, R.A.1    Walker, H.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.