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Tracking Inbound Enemy Missile for Interception from Target Aircraft Using Extended Kalman Filter

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Security in Computing and Communications (SSCC 2016)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 625))

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Abstract

Breakthrough developments in missile guidance technology have made interception of inbound enemy missiles very difficult. Thus, it poses a huge risk and critically puts defensive capability of fighter aircrafts under test. This paper addresses the usage of Extended Kalman Filter (EKF) algorithm to estimate and track the location of inbound missile for interception by firing countermeasures. In this respect, prediction of the missile’s location and trajectory is essential to enable the countermeasures fired to intercept the Enemy’s missile accurately. Further, the proposed method can be used to alert the pilot regarding the inbound enemy missile and can be guided with various approaches to avoid or intercept it. EKF has been the best forecaster of the missile’s location and trajectory since it has been extensively used to track objects in 3-Dimensions and in Missile guidance. EKF developed in this paper provides satisfactory results with a miss rate of 2.1 % and with localization error of 1.2 %. Thus the proposed method can be used in fighter jets for interception of inbound enemy missiles. It can further be used to track enemy aircraft’s activity within the observed range.

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References

  1. Lin, Y.-p., Lin, C.-l., Suebsaiprom, P., Hsieh, S.-l.: Estimating evasive acceleration for ballistic targets using an extended state observer. IEEE Trans. Aerosp. Electron. Syst. 52(1), 337–349 (2016)

    Article  Google Scholar 

  2. Shtessel, Y.B., Shkolnikov, I.A., Levant, A.: Guidance and control of missile interceptor using second-order sliding modes. IEEE Trans. Aerosp. Electron. Syst. 45(1), 110–124 (2009)

    Article  Google Scholar 

  3. Ravindra, V., Bar-Shalom, Y., Gottesman, S.: Aim identification of missiles with a minimal parameter set. IEEE Trans. Aeros. Electron. Syst. 45(1), 405–414 (2009)

    Article  Google Scholar 

  4. Zhu, Z., Xu, D., Liu, J., Xia, Y.: Missile guidance law based on extended state observer. IEEE Trans. Ind. Electron. 60(12), 5882–5891 (2013)

    Article  Google Scholar 

  5. Zhurbal, A., Idan, M.: Effect of estimation on the performance of an integrated missile guidance and control system. IEEE Trans. Aerosp. Electron. Syst. 47(4), 2690–2708 (2011)

    Article  Google Scholar 

  6. Yuzhe, W., Xiaoping, S.: Adaptive two step method and its application in the interception of hypersonic random maneuvering target. In: 3rd International Symposium on Systems and Control in Aeronautics and Astronautics (ISSCAA-2010), pp. 512–517, 8 June 2010

    Google Scholar 

  7. Sadeghi, H., Poshtan, J., Montazeri, A.: A modified proportional guidance law for homming missiles by using of nonlinear filters. In: 5th International Symposium on Mechatronics and Its Applications, ISMA 2008, pp. 1–6, 27 May 2008

    Google Scholar 

  8. Li, L.Y., Liu, F.X., Mei, Y.Y.: Modeling and simulation system design of tactical ballistic missile interception based on UML. In: Fourth International Conference on Computational and Information Sciences (ICCIS), pp. 53–56, 17 August 2012

    Google Scholar 

  9. Jia, J., Peng, Z.: Modeling and optimization of cooperative interception and guidance allocation in multi-platform air defense. In: 34th Chinese Control Conference (CCC), pp. 2710–2714, 28 July 2015

    Google Scholar 

  10. Yang, G., Qinhe, G., Jian, X., Yukun, Q., Xiaoxiang, H.: Hypersonic vehicles against a guided missile: a defender triangle interception approach. In: IEEE Chinese Guidance, Navigation and Control Conference (CGNCC), pp. 2506–2509, 8 August 2014

    Google Scholar 

  11. Poznyak, A.: Non-smooth missiles guidance: interceptor-defender scenario with uncertainties. In: 13th International Workshop on Variable Structure Systems (VSS), pp. 1–6, 29 June 2014

    Google Scholar 

  12. Fan, P.F., Liu, J.Q., Ouyang, Z.H.: Miss distance algorithm of terminal ship-to-air missile based on vector operation. In: IEEE Chinese Guidance, Navigation and Control Conference (CGNCC), pp. 2572–2576, 8 August 2014

    Google Scholar 

  13. Johnson, P.A., Brien Jr., R.T.: An investigation of interceptor guidance methods through modelling and simulation. In: Thirty-Ninth Southeastern Symposium on System Theory(SSST’07), pp. 258–262, 4 March 2007

    Google Scholar 

  14. Palumbo, N.F., Blauwkamp, R.A., Lloyd, J.M.: Basic principles of homing guidance. Johns Hopkins APL Tech. Dig. 29(1), 25–41 (2010)

    Google Scholar 

  15. Nair, N., Sudheesh, P., Jayakumar, M.: 2-D tracking of objects using Kalman filter. In: International Conference on Circuit, Power and Computing Technologies (ICCPCT 2016) (2016)

    Google Scholar 

  16. Seshadri, V., Sudheesh, P., Jayakumar, M.: Tracking the variation of tidal stature using Kalman filter. In: International Conference on Circuit, Power and Computing Technologies (ICCPCT 2016) (2016)

    Google Scholar 

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Correspondence to P. Sudheesh .

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Gokkul Nath, T.S., Sudheesh, P., Jayakumar, M. (2016). Tracking Inbound Enemy Missile for Interception from Target Aircraft Using Extended Kalman Filter. In: Mueller, P., Thampi, S., Alam Bhuiyan, M., Ko, R., Doss, R., Alcaraz Calero, J. (eds) Security in Computing and Communications. SSCC 2016. Communications in Computer and Information Science, vol 625. Springer, Singapore. https://doi.org/10.1007/978-981-10-2738-3_23

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  • DOI: https://doi.org/10.1007/978-981-10-2738-3_23

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-2737-6

  • Online ISBN: 978-981-10-2738-3

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