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Study on Bearing and Frequency Target Motion Analysis for Passive Line Array SONAR Using Accumulative Batch Estimation

누적 일괄추정 기법을 이용한 수동 선배열 소나 방위 주파수 - 표적기동분석 연구

  • Received : 2016.08.24
  • Accepted : 2016.09.20
  • Published : 2016.10.01

Abstract

Bearing and frequency measurements of TMA (Target Motion Analysis) in passive line array SONAR have lower bearing rate and frequency doppler, and are not detected or tracked continuously because of various ocean environments. This is a main reason to effect the TMA performance and it takes a long time to get TMA solutions. We propose the bearing and frequency TMA(BFTMA) using accumulative batch estimation to solve the TMA problem of line array passive SONAR. The accumulative batch estimation structure is based on MLE (Maximum Likelihood Estimation) but used accumulative measurements. The accumulative batch estimation is applied for the BFTMA with nonlinear Kalman filter to estimate the target range, speed and course. Simulation and sea data analysis were carried out to verify the performance and applicability of the proposed techniques.

Keywords

References

  1. A. G. Lindgren and K. F. Gong, "Position and velocity estimation via bearing observations," IEEE Transactions on Aerospace and Electronic Systems, vol. 14, pp. 564-577, Jul. 1978.
  2. V. J. Aidala, "Kalman filter behavior in bearings-only tracking applications," IEEE Transactions on Aerospace and Electronic Systems, vol. 15, no. 2, pp. 29-39, Jan. 1979.
  3. S. C. Nardone and V. J. Aidala, "Observability criteria for bearings-only target motion analysis," IEEE Transactions on Aerospace and Electronic Systems, vol. 17, no. 2, pp. 162-166, Mar. 1981.
  4. C. Kent, Algorithms for Tracking a Sound Source Using Frequency and Bearings, Report DREV 4199, 1981.
  5. M. W. Ockeloen and G. A. Willemsen, Target Motion Analysis with an Extended Kalman-filter Using Bearing and Frequency Measurements, LEOK TR 1982-02, 1982.
  6. C. Jauffret and D. Pillon, "New observability criterion in target motion analysis," Underwater Acoustic Data Processing, pp. 479-484, 1989.
  7. C. Jauffret and D. Pillon, "Observability in passive target motion analysis," IEEE Transactions on Aerospace and Electronic Systems, vol. 32, no. 4, pp. 1290-1300, Oct. 1996. https://doi.org/10.1109/7.543850
  8. T. L. Song and J. L. Speyer, "A stochastic analysis of a modified gain extended Kalman filter with applications to estimation with bearings only measurements," IEEE Transactions on Automatic Control, vol. 30, no. 10, pp. 940-949, Oct. 1985. https://doi.org/10.1109/TAC.1985.1103821
  9. H. A. P. Blom and Y. Bar-Shalom, "The interacting multiple model algorithm for systems with markovian switching coefficients," IEEE Transactions on Automatic Control, vol. 33, no. 8, pp. 780-783, Aug. 1988. https://doi.org/10.1109/9.1299
  10. M. H. Lee, J. H. Moon, I. S. Kim, C. S. Kim, and J. W. Choi, "Pre-processing faded measurements for bearing-and-frequency target motion anaysis," International Journal of Control, Automation, and Systems, vol. 6, no. 3, pp. 424-433, Jun. 2008.
  11. W. C. Kim, D. S. Kim, T. L. Song, S. G. Han, and I. S. Kim, "A study on TMA performance improvement using bearing and multi-frequency measurements in fading-measurement environments," Proc. of 40th Anniversary Agency for Defense Development, pp. 235-238, Aug. 2010.
  12. I. S. Kim, S. H. Cho, H. M. Kim, H. U. Lee, and D. H. Chang, "A study on frequency doppler compensation of target motion analysis for passive sonar," Proc. of 2009th the Korea Institute of Military Science and Technology, pp. 735-738, Aug. 2009.
  13. I. S. Kim, S. I. Kim, W. C. Oh, D. H. Chang, and S. M. Choi, "Target motion analysis using multipath bearing detection in towed array sonar," Proc. of 2011th the Korea Institute of Military Science and Technology, pp. 1052-1055, Jun. 2011.
  14. I. S. Kim, C. M. Lee, S. W. Kim, and H. U. Lee, "Study on the reduction technique of TMA analysis time for passive sonar using consecutive batch estimation," Proc. of 2015th the Korea Institute of Military Science and Technology, vol. 10, pp. 112-113, Nov. 2015.