메뉴 건너뛰기




Volumn 10, Issue 3, 2013, Pages 131-143

Sensitivity analysis of extended and unscented kalman filters for attitude estimation

Author keywords

[No Author keywords available]

Indexed keywords

ACTUAL FLIGHT DATA; ATTITUDE ESTIMATION; CALIBRATION ERROR; COMPUTATIONALLY EFFICIENT; INDEPENDENT MEASUREMENT; INERTIAL MEASUREMENT UNIT; NONLINEAR STATE ESTIMATION; UNSCENTED KALMAN FILTER;

EID: 84876033102     PISSN: 15429423     EISSN: 19403151     Source Type: Journal    
DOI: 10.2514/1.54899     Document Type: Article
Times cited : (17)

References (48)
  • 2
    • 85024423711 scopus 로고
    • New results in linear filtering and prediction theory
    • doi:10.1115/1.3658902
    • Kalman, R. E., and Bucy, R. S., "New Results in Linear Filtering and Prediction Theory," Journal of Basic Engineering, Vol. 83, No. 1, 1961, pp. 95-108. doi:10.1115/1.3658902
    • (1961) Journal of Basic Engineering , vol.83 , Issue.1 , pp. 95-108
    • Kalman, R.E.1    Bucy, R.S.2
  • 3
    • 19944383162 scopus 로고    scopus 로고
    • Sigma-point Kalman filters for nonlinear estimation and sensor fusion-applications to integrated navigation
    • Providence, RI also AIAA Paper 2004-5120
    • van derMerwe, R., Wan, E., and Julier, S., "Sigma-Point Kalman Filters for Nonlinear Estimation and Sensor Fusion-Applications to Integrated Navigation," AIAA Guidance, Navigation and Control Conference, Providence, RI, 2004; also AIAA Paper 2004-5120.
    • (2004) AIAA Guidance, Navigation and Control Conference
    • Van Dermerwe, R.1    Wan, E.2    Julier, S.3
  • 4
    • 28444489675 scopus 로고    scopus 로고
    • Unscented Kalman filtering for spacecraft attitude state and parameter estimation
    • Maui, HI, Feb. also AAS Paper 2004-115
    • Van Dyke, M. C, Schwartz, J. L., and Hall, C. D., "Unscented Kalman Filtering for Spacecraft Attitude State and Parameter Estimation," AAS/AIAA Space Flight Mechanics Meeting, Maui, HI, Feb. 2004; also AAS Paper 2004-115.
    • (2004) AAS/AIAA Space Flight Mechanics Meeting
    • Van Dyke, M.C.1    Schwartz, J.L.2    Hall, C.D.3
  • 5
    • 33749434332 scopus 로고    scopus 로고
    • Sigma point Kalman filter for bearing only tracking
    • April doi:10.1016/j.sigpro.2006.03.006
    • Sadhu, S., Mondal, S., Srinivasan, M., and Ghoshal, T. K, "Sigma Point Kalman Filter for Bearing Only Tracking," Signal Processing, Vol. 86, No. 12, April 2006, pp. 3769-3777. doi:10.1016/j.sigpro.2006.03.006
    • (2006) Signal Processing , vol.86 , Issue.12 , pp. 3769-3777
    • Sadhu, S.1    Mondal, S.2    Srinivasan, M.3    Ghoshal, K.T.4
  • 8
    • 84876030688 scopus 로고    scopus 로고
    • System modeling and non-linear estimation performance comparison of monocular vision based integrated navigation system
    • Jan.
    • Won, D. H., Yun, S., Lee, Y. J., and Sung, S., "System Modeling and Non-Linear Estimation Performance Comparison of Monocular Vision Based Integrated Navigation System," Applied Mathematics and Information Sciences, Vol. 6, Jan. 2012.
    • (2012) Applied Mathematics and Information Sciences , vol.6
    • Won, D.H.1    Yun, S.2    Lee, Y.J.3    Sung, S.4
  • 10
  • 11
    • 44649122952 scopus 로고    scopus 로고
    • Applying the unscented Kalman filter for nonlinear state estimation
    • Aug. doi:10.1016/j.jprocont.2007.11.004
    • Kandepu, R., Foss, B., and Imsland, L., "Applying the Unscented Kalman Filter for Nonlinear State Estimation," Journal of Process Control, Vol. 18, Nos. 7-8, Aug. 2008, pp. 753-768. doi:10.1016/j.jprocont.2007.11.004
    • (2008) Journal of Process Control , vol.18 , Issue.7-8 , pp. 753-768
    • Kandepu, R.1    Foss, B.2    Imsland, L.3
  • 12
    • 77950341340 scopus 로고    scopus 로고
    • Comparison of the extended and unscented Kalman filters for angles based relative navigation
    • AIAA, Reston, VA
    • Stastny, N. B., Bettinger, R. A., and Chavez, F R., "Comparison of the Extended and Unscented Kalman Filters for Angles Based Relative Navigation," AIAA/AAS Astrodynamics Specialist Conference and Exhibit, AIAA, Reston, VA, 2008, pp. 2270-2279.
    • (2008) AIAA/AAS Astrodynamics Specialist Conference and Exhibit , pp. 2270-2279
    • Stastny, N.B.1    Bettinger, R.A.2    Chavez, F.R.3
  • 13
    • 0345358443 scopus 로고    scopus 로고
    • State estimation of induction motor using unscented Kalman filter
    • Jan. doi:10.1109/CCA.2003.1223132
    • Akin, B., Orguner, U, and Ersak, A., "State Estimation of Induction Motor Using Unscented Kalman Filter," IEEE Transactions on Control Applications, Vol. 2, Jan. 2003, pp. 915-919. doi:10.1109/CCA.2003.1223132
    • (2003) IEEE Transactions on Control Applications , vol.2 , pp. 915-919
    • Akin, B.1    Orguner, U.2    Ersak, A.3
  • 14
    • 75949090857 scopus 로고    scopus 로고
    • Aerodynamic parameter estimation from flight data applying extended and unscented Kalman filter
    • doi:10.1016/j.ast.2009.10.003
    • Chowdhary, G., and Jategaonkar, R., "Aerodynamic Parameter Estimation from Flight Data Applying Extended and Unscented Kalman Filter," Aerospace Science and Technology, Vol. 14, No. 2, 2010, pp. 106-117. doi:10.1016/j.ast.2009.10.003
    • (2010) Aerospace Science and Technology , vol.14 , Issue.2 , pp. 106-117
    • Chowdhary, G.1    Jategaonkar, R.2
  • 15
    • 79551615434 scopus 로고    scopus 로고
    • Comparison of EKF and UKF for spacecraft localization via angle measurements
    • Jan. doi:10.1109/TAES.2011.5705660
    • Giannitrapani, A., Ceccarelli, N., Scortecci, F., and Garulli, A., "Comparison of EKF and UKF for spacecraft localization via angle measurements," IEEE Transactions on Aerospace and Electronic Systems, Vol. 47, No. 1, Jan. 2011, pp. 75-84. doi:10.1109/TAES.2011.5705660
    • (2011) IEEE Transactions on Aerospace and Electronic Systems , vol.47 , Issue.1 , pp. 75-84
    • Giannitrapani, A.1    Ceccarelli, N.2    Scortecci, F.3    Garulli, A.4
  • 16
    • 84862926479 scopus 로고    scopus 로고
    • Comparison between nonlinear filtering techniques for spiraling ballistic missile state estimation
    • Jan. doi:10.1109/TAES.2012.6129638
    • Kim, J., Vaddi, S. S., Menon, P. K., and Ohlmeyer, E. J., "Comparison Between Nonlinear Filtering Techniques for Spiraling Ballistic Missile State Estimation," IEEE Transactions on Aerospace and Electronic Systems, Vol. 48, No. 1, Jan. 2012, pp. 313-328. doi:10.1109/TAES.2012.6129638
    • (2012) IEEE Transactions on Aerospace and Electronic Systems , vol.48 , Issue.1 , pp. 313-328
    • Kim, J.1    Vaddi, S.S.2    Menon, P.K.3    Ohlmeyer, E.J.4
  • 17
    • 0344945419 scopus 로고    scopus 로고
    • Comparison of nonlinear estimation for ballistic missile tracking
    • International Society for Optics and Photonics (SPIE)
    • Saulson, B., and Chang, K. C, "Comparison of Nonlinear Estimation for Ballistic Missile Tracking," Signal Processing, Sensor Fusion, and Target Recognition XII, Vol. 5096, International Society for Optics and Photonics (SPIE), 2003, pp. 13-24.
    • (2003) Signal Processing, Sensor Fusion, and Target Recognition XII , vol.5096 , pp. 13-24
    • Saulson, B.1    Chang, C.K.2
  • 18
    • 0142184141 scopus 로고    scopus 로고
    • A comparison of unscented and extended Kalman filtering for estimating quaternion motion
    • Denver, CO, June
    • LaViola, J. J., Jr., "A Comparison of Unscented and Extended Kalman Filtering for Estimating Quaternion Motion," Proceedings of the American Control Conference, Vol. 3, Denver, CO, June 2003, pp. 2435-2440.
    • (2003) Proceedings of the American Control Conference , vol.3 , pp. 2435-2440
    • LaViola Jr., J.J.1
  • 19
    • 29744441628 scopus 로고    scopus 로고
    • Sigma-point Kalman filtering for integrated GPS and inertial navigation
    • San Francisco, CA also AIAA Paper 2005-6052
    • Crassidis, J. L., "Sigma-Point Kalman Filtering for Integrated GPS and Inertial Navigation," AIAA Guidance, Navigation and Control Conference and Exhibit, San Francisco, CA, 2005; also AIAA Paper 2005-6052.
    • (2005) AIAA Guidance, Navigation and Control Conference and Exhibit
    • Crassidis, J.L.1
  • 20
    • 84856477054 scopus 로고    scopus 로고
    • Comparative study of unscented Kalman filter and extended Kalman filter for position/attitude estimation in unmanned aerial vehicles
    • Rome, Italy, Rept.
    • Fiorenzani, T, Manes, C, Oriolo, G., and Peliti, P., "Comparative Study of Unscented Kalman Filter and Extended Kalman Filter for Position/Attitude Estimation in Unmanned Aerial Vehicles," Inst. for Systems Analysis and Computer Science (IASI-CNR), Rome, Italy, Rept. 08-08, 2008.
    • (2008) Inst. for Systems Analysis and Computer Science (IASI-CNR) , pp. 08-08
    • Fiorenzani, T.1    Manes, C.2    Oriolo, G.3    Peliti, P.4
  • 21
    • 33845630296 scopus 로고    scopus 로고
    • A performance comparison of tightly coupled GPS/INS navigation systems based on extended and sigma point Kalman filters
    • Wendell, J., Metzger, J., Moenikes, R., Maier, A., and Trommer, G. F, "A Performance Comparison of Tightly Coupled GPS/INS Navigation Systems Based on Extended and Sigma Point Kalman Filters." Journal of the Institute of Navigation, Vol. 53, No. 1, 2006, pp. 21-31.
    • (2006) Journal of the Institute of Navigation , vol.53 , Issue.1 , pp. 21-31
    • Wendell, J.1    Metzger, J.2    Moenikes, R.3    Maier, A.4    Trommer, F.G.5
  • 23
    • 4544319753 scopus 로고    scopus 로고
    • Comparison between the unscented Kalman filter and the extended Kalman filter for the position estimation module of an integrated navigation information system
    • Parma, Italy, June
    • St. Pierre, M., and Ing, D., "Comparison Between the Unscented Kalman Filter and the Extended Kalman Filter for the Position Estimation Module of an Integrated Navigation Information System," 2004 IEEE Intelligent Vehicles Symposium, Parma, Italy, June 2004, pp. 831-835.
    • (2004) 2004 IEEE Intelligent Vehicles Symposium , pp. 831-835
    • St. Pierre, M.1    Ing, D.2
  • 24
    • 84867814854 scopus 로고    scopus 로고
    • A comparison of extended Kalman filter, sigma-point Kalman filter, and particle filter in GPS/INS sensor fusion
    • Toronto also AIAA Paper 2010-8332
    • Gross, J., Gu, Y., Gururajan, S., Seanor, B., and Napolitano, M. R., "A Comparison of Extended Kalman Filter, Sigma-Point Kalman Filter, and Particle Filter in GPS/INS Sensor Fusion," AIAA Guidance, Navigation, and Control Conference, Toronto, 2010; also AIAA Paper 2010-8332.
    • (2010) AIAA Guidance, Navigation, and Control Conference
    • Gross, J.1    Gu, Y.2    Gururajan, S.3    Seanor, B.4    Napolitano, M.R.5
  • 26
    • 84863977778 scopus 로고    scopus 로고
    • Flight test evaluation of sensor fusion algorithms for attitude estimation
    • July doi:10.1109/TAES.2012.6237583
    • Gross, J. N., Gu, Y, Rhudy, M. B., Gururajan, S., and Napolitano, M., "Flight Test Evaluation of Sensor Fusion Algorithms for Attitude Estimation," IEEE Transactions on Aerospace and Electronic Systems, Vol. 48, No. 3, July 2012, pp. 2128-2139. doi:10.1109/TAES.2012.6237583
    • (2012) IEEE Transactions on Aerospace and Electronic Systems , vol.48 , Issue.3 , pp. 2128-2139
    • Gross, J.N.1    Gu, Y.2    Rhudy, M.B.3    Gururajan, S.4    Napolitano, M.5
  • 27
    • 84856427179 scopus 로고    scopus 로고
    • Evaluation of matrix square root operations for UKF within a UAV GPS/INS sensor fusion application
    • Dec. doi:10.1155/2011/416828
    • Rhudy, M., Gu, Y, Gross, J., and Napolitano, M. R., "Evaluation of Matrix Square Root Operations for UKF within a UAV GPS/INS Sensor Fusion Application," InternationalJournal of Navigation and Observation, Vol. 2011, Dec. 2011, pp. 1-11. doi:10.1155/2011/416828
    • (2011) InternationalJournal of Navigation and Observation , vol.2011 , pp. 1-11
    • Rhudy, M.1    Gu, Y.2    Gross, J.3    Napolitano, M.R.4
  • 29
    • 0042266434 scopus 로고    scopus 로고
    • Unscented filtering for spacecraft attitude estimation
    • doi:10.2514/2.5102
    • Crassidis, J. L., and Markley, F. L., "Unscented Filtering for Spacecraft Attitude Estimation," Journal of Guidance, Control, and Dynamics, Vol. 26, No. 4, 2003, pp. 536-542. doi:10.2514/2.5102
    • (2003) Journal of Guidance, Control, and Dynamics , vol.26 , Issue.4 , pp. 536-542
    • Crassidis, J.L.1    Markley, F.L.2
  • 30
    • 33748580333 scopus 로고    scopus 로고
    • Demonstration of adaptive extended Kalman filter for low earth orbit formation estimation using CDGPS
    • Portland, OR
    • Busse, F. D., How, J. P., and Simpson, J., "Demonstration of Adaptive Extended Kalman Filter for Low Earth Orbit Formation Estimation Using CDGPS," Institute of Navigation GPS Meeting, Portland, OR, 2002, pp. 1-12.
    • (2002) Institute of Navigation GPS Meeting , pp. 1-12
    • Busse, F.D.1    How, J.P.2    Simpson, J.3
  • 31
    • 18844439909 scopus 로고    scopus 로고
    • Unscented Kalman filtering for additive noise case: Augmented versus nonaugmented
    • May doi:10.1109/LSP2005.845592
    • Wu, Y, Hu, D., Wu, M., and Hu, X., "Unscented Kalman Filtering for Additive Noise Case: Augmented Versus Nonaugmented," IEEE Signal Processing Letters, Vol. 12, No. 5, May 2005, pp. 357-360. doi:10.1109/LSP2005.845592
    • (2005) IEEE Signal Processing Letters , vol.12 , Issue.5 , pp. 357-360
    • Wu, Y.1    Hu, D.2    Wu, M.3    Hu, X.4
  • 40
    • 35948975257 scopus 로고    scopus 로고
    • Comparison of different neural augmentations for the fault tolerant control laws of the WVU YF-22 model aircraft
    • Ancona, Italy
    • Perhinschi, M., Burken, J., and Campa, G., "Comparison of Different Neural Augmentations for the Fault Tolerant Control Laws of the WVU YF-22 Model Aircraft." Mediterranean Control Conference, Ancona, Italy, 2006, pp. 1-6.
    • (2006) Mediterranean Control Conference , pp. 1-6
    • Perhinschi, M.1    Burken, J.2    Campa, G.3
  • 42
    • 84876060596 scopus 로고
    • Suboptimal filter design and sensitivity analysis
    • MIT Press, Cambridge, MA
    • Gelb, A., "Suboptimal Filter Design and Sensitivity Analysis," Applied Optimal Estimation, MIT Press, Cambridge, MA, 1974, pp. 229-276.
    • (1974) Applied Optimal Estimation , pp. 229-276
    • Gelb, A.1
  • 46
    • 2442535355 scopus 로고    scopus 로고
    • Precise robust positioning with inertial/GPS RTK
    • Salt Lake City, UT, Sept
    • Scherzinger, B. M., "Precise Robust Positioning with Inertial/GPS RTK," Proceedings of the ION-GPS-2000, Salt Lake City, UT, Sept. 2000, pp. 155-162.
    • (2000) Proceedings of the ION-GPS-2000 , pp. 155-162
    • Scherzinger, B.M.1
  • 47
    • 33748323102 scopus 로고    scopus 로고
    • An integrated GPS/MEMS-IMU navigation system for an autonomous helicopter
    • doi:10.1016/j.ast.2006.04.002
    • Wendel, J., Meister, O., Schlaile, C, and Trommer, G. F, "An Integrated GPS/MEMS-IMU Navigation System for an Autonomous Helicopter," Aerospace Science and Technology, Vol. 10, No. 6, 2006, pp. 527-533. doi:10.1016/j.ast.2006.04.002
    • (2006) Aerospace Science and Technology , vol.10 , Issue.6 , pp. 527-533
    • Wendel, J.1    Meister, O.2    Schlaile, C.3    Trommer, F.G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.