메뉴 건너뛰기




Volumn 6, Issue , 2018, Pages 11888-11896

A Nonlinear ARMA-GARCH Model with Johnson Su Innovations and Its Application to Sea Clutter Modeling

Author keywords

ARMA; GARCH; Johnson Su distribution; Radar; sea clutter modeling

Indexed keywords

CLUTTER (INFORMATION THEORY); GAUSSIAN DISTRIBUTION; HIGHER ORDER STATISTICS; RADAR; RANDOM VARIABLES; STATISTICAL METHODS; TIME SERIES; WEIBULL DISTRIBUTION;

EID: 85041830199     PISSN: None     EISSN: 21693536     Source Type: Journal    
DOI: 10.1109/ACCESS.2018.2805306     Document Type: Article
Times cited : (3)

References (43)
  • 2
    • 3943087702 scopus 로고    scopus 로고
    • X-band sea-clutter nonstationarity: Infiuence of long waves
    • Apr.
    • M. Greco, F. Bordoni, and F. Gini, "X-band sea-clutter nonstationarity: Infiuence of long waves, " IEEE J. Ocean. Eng., vol. 29, no. 2, pp. 269-283, Apr. 2004.
    • (2004) IEEE J. Ocean. Eng. , vol.29 , Issue.2 , pp. 269-283
    • Greco, M.1    Bordoni, F.2    Gini, F.3
  • 7
    • 0017020280 scopus 로고
    • Radar detection inWeibull clutter
    • Nov.
    • D. C. Schleher, "Radar detection inWeibull clutter, " IEEE Trans. Aerosp. Electron. Syst., vol. AES-12, no. 6, pp. 736-743, Nov. 1976.
    • (1976) IEEE Trans. Aerosp. Electron. Syst. , vol.AES-12 , Issue.6 , pp. 736-743
    • Schleher, D.C.1
  • 8
    • 0026879986 scopus 로고
    • Maximum-likelihood CFAR forWeibull background
    • Jun.
    • R. Ravid and N. Levanon, "Maximum-likelihood CFAR forWeibull background, " IEE Proc. F Radar Signal Process., vol. 139, no. 3, pp. 256-264, Jun. 1992.
    • (1992) IEE Proc. F Radar Signal Process. , vol.139 , Issue.3 , pp. 256-264
    • Ravid, R.1    Levanon, N.2
  • 9
    • 0023170458 scopus 로고
    • Radar detection prediction in K-distributed sea clutter and thermal noise
    • Jan.
    • S. Watts, "Radar detection prediction in K-distributed sea clutter and thermal noise, " IEEE Trans. Aerosp. Electron. Syst., vol. 23, no. 1, pp. 40-45, Jan. 1987.
    • (1987) IEEE Trans. Aerosp. Electron. Syst. , vol.23 , Issue.1 , pp. 40-45
    • Watts, S.1
  • 10
    • 0014847669 scopus 로고
    • Detection of targets in non-Gaussian sea clutter
    • Sep.
    • G. V. Trunk and S. F. George, "Detection of targets in non-Gaussian sea clutter, " IEEE Trans. Aerosp. Electron. Syst., vol. 6, no. 5, pp. 620-628, Sep. 1970.
    • (1970) IEEE Trans. Aerosp. Electron. Syst. , vol.6 , Issue.5 , pp. 620-628
    • Trunk, G.V.1    George, S.F.2
  • 11
    • 84856204921 scopus 로고    scopus 로고
    • Coherent radar target detection in heavy-tailed compound-Gaussian clutter
    • Jan.
    • K. J. Sangston, F. Gini, and M. S. Greco, "Coherent radar target detection in heavy-tailed compound-Gaussian clutter, " IEEE Trans. Aerosp. Elec-tron. Syst., vol. 48, no. 1, pp. 64-77, Jan. 2012.
    • (2012) IEEE Trans. Aerosp. Elec-tron. Syst. , vol.48 , Issue.1 , pp. 64-77
    • Sangston, K.J.1    Gini, F.2    Greco, M.S.3
  • 12
    • 84869199139 scopus 로고    scopus 로고
    • Compound-Gaussian clutter modeling with an inverse Gaussian texture distribution
    • Dec.
    • E. Ollila, D. E. Tyler, V. Koivunen, and H. V. Poor, "Compound-Gaussian clutter modeling with an inverse Gaussian texture distribution, " IEEE Signal Process. Lett., vol. 19, no. 12, pp. 876-879, Dec. 2012.
    • (2012) IEEE Signal Process. Lett. , vol.19 , Issue.12 , pp. 876-879
    • Ollila, E.1    Tyler, D.E.2    Koivunen, V.3    Poor, H.V.4
  • 13
    • 79251619034 scopus 로고    scopus 로고
    • Radar detection based on compound-Gaussian model with inverse gamma texture
    • Mar.
    • X. Shang and H. Song, "Radar detection based on compound-Gaussian model with inverse gamma texture, " IET Radar Sonar Navigat., vol. 5, no. 3, pp. 315-321, Mar. 2011.
    • (2011) IET Radar Sonar Navigat. , vol.5 , Issue.3 , pp. 315-321
    • Shang, X.1    Song, H.2
  • 14
    • 59249106270 scopus 로고    scopus 로고
    • A new way to model nonstationary sea clutter
    • Feb.
    • J. Hu, W. W. Tung, and J. Gao, "A new way to model nonstationary sea clutter, " IEEE Signal Process. Lett., vol. 16, no. 2, pp. 129-132, Feb. 2009.
    • (2009) IEEE Signal Process. Lett. , vol.16 , Issue.2 , pp. 129-132
    • Hu, J.1    Tung, W.W.2    Gao, J.3
  • 16
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroskedasticity
    • T. Bollerslev, "Generalized autoregressive conditional heteroskedasticity, " J. Econometrics, vol. 31, no. 3, pp. 307-327, 1986.
    • (1986) J. Econometrics , vol.31 , Issue.3 , pp. 307-327
    • Bollerslev, T.1
  • 17
    • 59649127424 scopus 로고    scopus 로고
    • Speckle suppression in SAR images using the 2-D GARCH model
    • Feb.
    • M. Amirmazlaghani, H. Amindavar, and A. Moghaddamjoo, "Speckle suppression in SAR images using the 2-D GARCH model, " IEEE Trans. Image Process., vol. 18, no. 2, pp. 250-259, Feb. 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.2 , pp. 250-259
    • Amirmazlaghani, M.1    Amindavar, H.2    Moghaddamjoo, A.3
  • 18
    • 33846189016 scopus 로고    scopus 로고
    • Underwater noise modeling and direction-finding based on heteroscedastic time series
    • H. Amiri, H. Amindavar, and M. Kamarei, "Underwater noise modeling and direction-finding based on heteroscedastic time series, " Eurasip J. Adv. Signal Process., vol. 2007, no. 1, p. 071528, 2006.
    • (2006) Eurasip J. Adv. Signal Process. , vol.2007 , Issue.1 , pp. 071528
    • Amiri, H.1    Amindavar, H.2    Kamarei, M.3
  • 19
    • 84904597989 scopus 로고    scopus 로고
    • Adaptive radar detection algorithm based on an autoregressive GARCH-2D clutter model
    • Aug.
    • J. P. Pascual, N. V. Ellenrieder, M. Hurtado, and C. H. Muravchik, "Adaptive radar detection algorithm based on an autoregressive GARCH-2D clutter model, " IEEE Trans. Signal Process., vol. 62, no. 15, pp. 3822-3832, Aug. 2014.
    • (2014) IEEE Trans. Signal Process. , vol.62 , Issue.15 , pp. 3822-3832
    • Pascual, J.P.1    Ellenrieder, N.V.2    Hurtado, M.3    Muravchik, C.H.4
  • 20
    • 84960489968 scopus 로고    scopus 로고
    • Detection in sea clutter based on nonlinear ARCH model
    • Mar.
    • Y. Zhang, J. Shi, Z. Deng, and P. Pan, "Detection in sea clutter based on nonlinear ARCH model, " Digit. Signal Process., vol. 50, pp. 162-170, Mar. 2016.
    • (2016) Digit. Signal Process. , vol.50 , pp. 162-170
    • Zhang, Y.1    Shi, J.2    Deng, Z.3    Pan, P.4
  • 21
    • 84996565312 scopus 로고    scopus 로고
    • Sea clutter modeling using an autoregressive generalized nonlinear-asymmetric GARCH model
    • Mar.
    • Y. Zhang, Z. Deng, J. Shi, Y. Zhang, and H. Liu, "Sea clutter modeling using an autoregressive generalized nonlinear-asymmetric GARCH model, " Digit. Signal Process., vol. 62, pp. 52-64, Mar. 2017.
    • (2017) Digit. Signal Process. , vol.62 , pp. 52-64
    • Zhang, Y.1    Deng, Z.2    Shi, J.3    Zhang, Y.4    Liu, H.5
  • 22
    • 85026726295 scopus 로고    scopus 로고
    • Sea surface target detection based on complex ARMA-GARCH processes
    • Nov.
    • Y. Zhang, Y. Zhang, Z. Deng, X. P. Zhang, and H. Liu, "Sea surface target detection based on complex ARMA-GARCH processes, " Digit. Signal Process., vol. 70, pp. 1-13, Nov. 2017.
    • (2017) Digit. Signal Process. , vol.70 , pp. 1-13
    • Zhang, Y.1    Zhang, Y.2    Deng, Z.3    Zhang, X.P.4    Liu, H.5
  • 23
    • 84952520952 scopus 로고
    • Modeling heteroscedasticity in daily foreign-exchange rates
    • D. A. Hsieh, "Modeling heteroscedasticity in daily foreign-exchange rates, " J. Bus. Econ. Stat., vol. 7, no. 3, pp. 307-317, 1989.
    • (1989) J. Bus. Econ. Stat. , vol.7 , Issue.3 , pp. 307-317
    • Hsieh, D.A.1
  • 24
    • 84974220416 scopus 로고
    • Partially adaptive estimation of regression models via the generalized t distribution
    • J. B. Mcdonald and W. K. Newey, "Partially adaptive estimation of regression models via the generalized t distribution, " Econ. Theory, vol. 4, no. 3, pp. 428-457, 1988.
    • (1988) Econ. Theory , vol.4 , Issue.3 , pp. 428-457
    • Mcdonald, J.B.1    Newey, W.K.2
  • 25
    • 84952533519 scopus 로고
    • The message in daily exchange rates: A conditional-variance tale
    • R. T. Baillie and T. Bollerslev, "The message in daily exchange rates: A conditional-variance tale, " J. Bus. Econ. Stat., vol. 7, no. 3, pp. 297-305, 1989.
    • (1989) J. Bus. Econ. Stat. , vol.7 , Issue.3 , pp. 297-305
    • Baillie, R.T.1    Bollerslev, T.2
  • 26
    • 0000267280 scopus 로고
    • Bivariate distributions based on simple translation systems
    • N. L. Johnson, "Bivariate distributions based on simple translation systems, " Biometrika, vol. 36, nos. 3-4, pp. 297-304, 1949.
    • (1949) Biometrika , vol.36 , Issue.3-4 , pp. 297-304
    • Johnson, N.L.1
  • 27
    • 0001619086 scopus 로고
    • Autoregressive conditional density estimation
    • B. E. Hansen, "Autoregressive conditional density estimation, " Int. Econ. Rev., vol. 35, no. 3, pp. 705-730, 1994.
    • (1994) Int. Econ. Rev. , vol.35 , Issue.3 , pp. 705-730
    • Hansen, B.E.1
  • 28
    • 84975166025 scopus 로고    scopus 로고
    • Skewed generalized error distribution of financial assets and option pricing
    • P. C. Andreou, "Skewed generalized error distribution of financial assets and option pricing, " Multinat. Finance J., vol. 19, no. 4, pp. 223-266, 2000.
    • (2000) Multinat. Finance J. , vol.19 , Issue.4 , pp. 223-266
    • Andreou, P.C.1
  • 29
    • 7444260779 scopus 로고    scopus 로고
    • Modeling financial series distributions: A versatile data fitting approach
    • J. S. Shang and P. R. Tadikamalla, "Modeling financial series distributions: A versatile data fitting approach, " Int. J. Theor. Appl. Finance, vol. 7, no. 3, pp. 231-251, 2004.
    • (2004) Int. J. Theor. Appl. Finance , vol.7 , Issue.3 , pp. 231-251
    • Shang, J.S.1    Tadikamalla, P.R.2
  • 30
    • 84868683093 scopus 로고    scopus 로고
    • GARCH processes with skewed and leptokurtic innovations: Revisiting the Johnson Su case
    • J.-G. Simonato, "GARCH processes with skewed and leptokurtic innovations: Revisiting the Johnson Su case, " Finance Res. Lett., vol. 9, no. 4, pp. 213-219, 2012.
    • (2012) Finance Res. Lett. , vol.9 , Issue.4 , pp. 213-219
    • Simonato, J.-G.1
  • 31
    • 84981441116 scopus 로고
    • ARMA modelling with non-Gaussian innovations
    • W. Li and A. McLeod, "ARMA modelling with non-Gaussian innovations, " J. Time Ser. Anal., vol. 9, no. 2, pp. 155-168, 1988.
    • (1988) J. Time Ser. Anal. , vol.9 , Issue.2 , pp. 155-168
    • Li, W.1    McLeod, A.2
  • 32
    • 44649149897 scopus 로고
    • Sequential quadratic programming
    • P. T. Boggs and J. W. Tolle, "Sequential quadratic programming, " Acta Numer., vol. 4, pp. 1-51, 1995.
    • (1995) Acta Numer. , vol.4 , pp. 1-51
    • Boggs, P.T.1    Tolle, J.W.2
  • 33
    • 85032784177 scopus 로고    scopus 로고
    • Dataware: Sea clutter and small boat radar refiectivity databases [best of the web]
    • Mar.
    • H. J. De Wind, J. E. Cilliers, and P. L. Herselman, "Dataware: Sea clutter and small boat radar refiectivity databases [best of the web], " IEEE Signal Process. Mag., vol. 27, no. 2, pp. 145-148, Mar. 2010.
    • (2010) IEEE Signal Process. Mag. , vol.27 , Issue.2 , pp. 145-148
    • De Wind, H.J.1    Cilliers, J.E.2    Herselman, P.L.3
  • 34
    • 77950319609 scopus 로고    scopus 로고
    • An analysis of X-band calibrated sea clutter and small boat refiectivity at medium-to-low grazing angles
    • P. L. Herselman, C. J. Baker, and H. J. de Wind, "An analysis of X-band calibrated sea clutter and small boat refiectivity at medium-to-low grazing angles, " Int. J. Navigat. Observ., vol. 2008, no. 2, 2008, Art. no. 347518.
    • (2008) Int. J. Navigat. Observ. , vol.2008 , Issue.2
    • Herselman, P.L.1    Baker, C.J.2    De Wind, H.J.3
  • 35
    • 0031169623 scopus 로고    scopus 로고
    • High resolution sea clutter data: Statistical analysis of recorded live data
    • Jun.
    • A. Farina, F. Gini, M. V. Greco, and L. Verrazzani, "High resolution sea clutter data: Statistical analysis of recorded live data, " IEE Proc. Radar, Sonar Navigat., vol. 144, no. 3, pp. 121-130, Jun. 1997.
    • (1997) IEE Proc. Radar, Sonar Navigat. , vol.144 , Issue.3 , pp. 121-130
    • Farina, A.1    Gini, F.2    Greco, M.V.3    Verrazzani, L.4
  • 36
    • 35548931351 scopus 로고
    • Efficient tests for normality, homoscedasticity and serial independence of regression residuals
    • C. M. Jarque and A. K. Bera, "efficient tests for normality, homoscedasticity and serial independence of regression residuals, " Econ. Lett., vol. 6, no. 3, pp. 255-259, 1980.
    • (1980) Econ. Lett. , vol.6 , Issue.3 , pp. 255-259
    • Jarque, C.M.1    Bera, A.K.2
  • 37
    • 0017846358 scopus 로고
    • On a measure of lack of fit in time series models
    • L. Ljung and G. E. P. Box, "On a measure of lack of fit in time series models, " Biometrika, vol. 65, no. 2, pp. 297-303, 1978.
    • (1978) Biometrika , vol.65 , Issue.2 , pp. 297-303
    • Ljung, L.1    Box, G.E.P.2
  • 38
    • 84865976060 scopus 로고    scopus 로고
    • Adaptive detection of distributed targets in compound-Gaussian clutter with inverse gamma texture
    • X. Shang, H. Song, Y. Wang, C. Hao, and C. Lei, "Adaptive detection of distributed targets in compound-Gaussian clutter with inverse gamma texture, " Digit. Signal Process., vol. 22, no. 6, pp. 1024-1030, 2012.
    • (2012) Digit. Signal Process. , vol.22 , Issue.6 , pp. 1024-1030
    • Shang, X.1    Song, H.2    Wang, Y.3    Hao, C.4    Lei, C.5
  • 39
    • 34548172211 scopus 로고    scopus 로고
    • Maximum likelihood estimation for compound-Gaussian clutter with inverse gamma texture
    • Apr.
    • A. Balleri, A. Nehorai, and J. Wang, "Maximum likelihood estimation for compound-Gaussian clutter with inverse gamma texture, " IEEE Trans. Aerosp. Electron. Syst., vol. 43, no. 2, pp. 775-779, Apr. 2007.
    • (2007) IEEE Trans. Aerosp. Electron. Syst. , vol.43 , Issue.2 , pp. 775-779
    • Balleri, A.1    Nehorai, A.2    Wang, J.3
  • 42
    • 0014254846 scopus 로고
    • Probability plotting methods for the analysis of data
    • M. B. Wilk and R. Gnanadesikan, "Probability plotting methods for the analysis of data, " Biometrika, vol. 55, no. 1, pp. 1-17, 1968.
    • (1968) Biometrika , vol.55 , Issue.1 , pp. 1-17
    • Wilk, M.B.1    Gnanadesikan, R.2
  • 43
    • 79953283970 scopus 로고    scopus 로고
    • AR-GARCH in presence of noise: Parameter estimation and its application to voice activity detection
    • May
    • S. Mousazadeh and I. Cohen, "AR-GARCH in presence of noise: Parameter estimation and its application to voice activity detection, " IEEE Trans. Audio Speech Language Process., vol. 19, no. 4, pp. 916-26, May 2011.
    • (2011) IEEE Trans. Audio Speech Language Process. , vol.19 , Issue.4 , pp. 916-926
    • Mousazadeh, S.1    Cohen, I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.