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Platform motion disturbance filtering for strapped-down electronically scanned array seekers with disturbance observer

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Abstract

Strapped-down electronically scanned radio frequency seekers are currently being introduced as alternatives to mechanically driven gimballed seekers. As the sensing frame of strapped-down seekers does not have any mechanical isolation from the missile body, the guidance signal extracted from such devices tends to get corrupted by a non-negligible fraction of the missile platform motion despite subtraction of the body motion using rate gyros and decoupling loops. This conventional signal extraction scheme is described, and the motivation for the decoupling loop is established. It is shown that for practical system with finite gains, some residual body rate component remains in the guidance signal. In this contribution, a disturbance observer (DOB)-based scheme has been described which can reduce such body motion corruption to a negligible amount. This scheme is capable of completely eliminating the corrupting body motion component in the nominal condition but does not require additional hardware and uses only a reasonable signal processing load. The DOB is used here in an unconventional way, where the guidance signal is reconstructed as if it is a ‘disturbance.’ Quantitative aspects of the proposed signal processing scheme are analyzed by deriving sensitivity expressions for the proposed scheme with respect to parameter perturbations. Validity of the theoretical results of the sensitivity studies is demonstrated and compared with a case study using simulation. The efficacy of the DOB-based filter is tabulated for different frequencies of platform motion. For a few typical cases, the advantage of the proposed scheme over the conventional is also tabulated. Effective beam shifter digitization noise mitigation is assumed for all the cases studied.

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Abbreviations

AESA:

Active electronically scanned array

DNC:

Digitization noise cancellation

DOB:

Disturbance observer

ESA:

Electronically scanned array

MEMS:

Micro-electro-mechanical system

OBSLR:

Observed sight line rate

RF:

Radio frequency

SLR:

Sight line rate, also known as line of sight rate

TR:

Transmit–receive

TRM:

Transmit–receive module

w.r.t.:

With respect to

eq. ():

Equation number

K :

Control gain

\(G_{e}\) :

Transfer function of monopulse angle measurement subsystem

\(G_{\theta }\) :

Transfer function of beam control subsystem

\(G_{{{\text{IMU}}}}\) :

Transfer function of inertial measurement unit

\(G_{{\text{F}}}\) :

Transfer function of the DOB filter

\(P\) :

Transfer function of the actual system

\(P_{{\text{n}}}\) :

Transfer function of the nominal model

\(q\) :

Body rate, also referred to as platform motion

\(t_{{\text{f}}}\) :

Time constant of the DOB filter

\(\theta_{{\text{B}}}\) :

Practical beam angle

\(\theta_{{{\text{BC}}}}\) :

Beam angle demand

\(\theta_{\varepsilon }\) :

Pointing error

\(\lambda\) :

Sight line angle

\(\dot{\lambda }\) :

Sight line rate (SLR)

\(\hat{\dot{\lambda }}_{{\text{o}}}\) :

Raw observed SLR (OBSLR)

\(\omega_{g}\) :

Natural frequency of \(G_{{{\text{IMU}}}}\)

\(\omega_{{\text{p}}}\) :

Frequency of the platform motion

References

  1. Kocjancic Leon (2019) Multibeam radar system based on waveform diversity for RF seeker applications. PhD dissertation, Cranfield University

  2. Bhattacharyya A, Bhattacharjee RN (2013) Performance analysis of nominal scheme and decoupling loop scheme for RF seeker. In: AIAA guidance, navigation, and control conference and exhibit (p 4774). https://doi.org/10.2514/6.2002-4774

  3. Jyothi M, Srinivas E, Verma YK (2018) Concept of active electronically scanned array (AESA) seeker beam control and stabilization. In: 2018 IEEE Indian conference on antennas and propogation (InCAP), (pp 1–3). IEEE. https://doi.org/10.1109/INCAP.2018.8770892

  4. Ahi B, Haeri M (2020) A high-performance guidance filter scheme with exact dynamic modeling of a pitch-yaw gimballed seeker mechanism. Mech Syst Signal Process 144:106857. https://doi.org/10.1016/j.ymssp.2020.106857

    Article  Google Scholar 

  5. Lin SY, Lin D, Wang W (2019) A novel online estimation and compensation method for strapdown phased array seeker disturbance rejection effect using extended state Kalman filter. IEEE Access 7:172330–172340

    Article  Google Scholar 

  6. Qiuqiu WEN, Tianyu LU, Qunl XIA, Zedong SUN (2017) Beam-pointing error compensation method of phased array radar seeker with phantom-bit technology. Chin J Aeronaut 30(3):1217–1230. https://doi.org/10.1016/j.cja.2017.03.020

    Article  Google Scholar 

  7. Sadhu S, Ghoshal TK (2010) Sight line rate estimation in missile seeker using disturbance observer-based technique. IEEE Trans Control Syst Technol 19(2):449–454

    Article  Google Scholar 

  8. Muhury A, Sadhu S, Ghoshal TK (2021) Guidance signal extraction in an ESA based RF seeker by disturbance observer. In: 2021 2nd international conference on range technology (ICORT), (pp 1–6). IEEE. https://doi.org/10.1109/ICORT52730.2021.9581773

  9. Garnell P, East DJ, Siouris GM (1979) Guided weapon control systems. IEEE Trans Syst Man Cybern 9(11):740–741. https://doi.org/10.1109/TSMC.1979.4310116

    Article  Google Scholar 

  10. Bhattacharya RN, Rao TV, Sadhu S, Ghoshal TK (2002) Control structures and properties of missile seekers. J Inst Eng (India) Electr Eng Division 82:253–261

    Google Scholar 

  11. Tamhane B, Kurode S, Parkhi P (2016) Novel two-stage observer for line-of-sight rate estimation. J Guid Control Dyn 39(11):2586–2593. https://doi.org/10.2514/1.G002063

    Article  Google Scholar 

  12. Lee S, Kim Y (2016) Design of nonlinear observer for strap-down missile guidance law via sliding mode differentiator and extended state observer. In: 2016 international conference on advanced mechatronic systems (ICAMechS), (pp 143–147). IEEE

  13. Mondal S, Sadhu S, Talukdar S (2016) Platform motion disturbances attenuation in a missile seeker subsystem using disturbance observer techniques. In: 2016 10th international conference on intelligent systems and control (ISCO), (pp 1–6). IEEE

  14. Song T, Lin D, Wang J (2016) Disturbance observer–based control for missile non-strapdown seeker disturbance rejection. Adv Mech Eng 8(4):1687814016644577. https://doi.org/10.1177/1687814016644577

    Article  Google Scholar 

  15. Song J, Wang J, Peng K, Pan C, Yang Z (2010) Quantization error reduction for the phased array with 2-bit phase shifter. Wireless Pers Commun 52:29–41

    Article  Google Scholar 

  16. Du X, Xia Q (2016) The research of guidance performance of the phased array seeker with platform for air-to-air missile. Optik 127(22):10322–10334. https://doi.org/10.1016/j.ijleo.2016.08.071

    Article  Google Scholar 

  17. Proietti L, Pizzingrilli CE, Russ-Ugo S, D'Elia F (2008) MMW active phased array seeker project for hit to kill engagement. IEEEl, 4244:1539-X/08. https://doi.org/10.1109/RADAR.2008.4720743

  18. Jun-fang F, Zhong S, Qing L, Jiang W (2012) A hybrid differentiator for strapdown guidance system. In: 2012 12th international conference on control, automation and systems, (pp 1960–1964). IEEE

  19. Kim D, Ryoo CK, Kim Y, Kim J (2011) Guidance and control for missiles with a strapdown seeker. In: 2011 11th international conference on control, automation and systems, (p 969–972). IEEE

  20. Verma YK (2017) Design challenges of realizing an active radar seeker at Ka-band. In: 2017 IEEE MTT-S international microwave and RF conference (IMaRC), (pp 1–5). IEEE. https://doi.org/10.1109/IMaRC.2017.8449673

  21. Zhao B, Xu S, Guo J, Jiang R, Zhou J (2019) Integrated strapdown missile guidance and control based on neural network disturbance observer. Aerosp Sci Technol 84:170–181. https://doi.org/10.1016/j.ast.2018.10.025

    Article  Google Scholar 

  22. Wang P, Zhang K, Nie C (2014) Research on line-of-sight rate estimation of strapdown seeker. Appl Mech Mater 556:3739–3744. https://doi.org/10.4028/www.scientific.net/AMM.556-562.3739

    Article  Google Scholar 

  23. Wen S, Zhengyang W, Shiping Z, Yunji L, Zhe H (2020) Target tracking of radar seeker based on converted measurement kalman filter. In: 2020 IEEE 3rd international conference on information communication and signal processing (ICICSP), (pp 43–46). IEEE. https://doi.org/10.1109/ICICSP50920.2020.9232123

  24. Maley JM (2015) Line of sight rate estimation for guided projectiles with strapdown seekers. In: AIAA guidance, navigation, and control conference (p 0344). https://doi.org/10.2514/6.2015-0344

  25. Sun T, Chu H, Zhang B, Jia H, Guo L, Zhang Y, Zhang M (2015) Line-of-sight rate estimation based on UKF for strapdown seeker. Math Probl Eng. https://doi.org/10.1155/2015/185149

    Article  Google Scholar 

  26. Zhang GJ, Yao Y, Ma KM (2005) Line of sight rate estimation of strapdown imaging guidance system based on unscented Kalman filter. In: 2005 international conference on machine learning and cybernetics, 3, 1574–1578. IEEE. https://doi.org/10.1109/ICMLC.2005.1527195

  27. Bin Z, Jun Z (2015) Attitude dynamics aiding for line-of-sight angular rate reconstruction of strap-down seeker. In: 2015 34th Chinese control conference (CCC) (pp 5079–5083). IEEE. https://doi.org/10.1109/ChiCC.2015.7260431

  28. Mi W, Shan J, Liu Y (2018) Adaptive unscented kalman filter based line of sight rate for strapdown seeker. In: 2018 Chinese automation congress (CAC) (pp 886–891). IEEE. https://doi.org/10.1109/CAC.2018.8623793

  29. Ji B, Nie C, Zhang K (2015) Research on line of sight angle rate reconstruction based on strap down seeker. In: first international conference on information sciences, machinery, materials and energy (pp 1148–1152). Atlantis Press. https://doi.org/10.2991/icismme-15.2015.244

  30. Nie C, Zhang K, Wang P, Lv M (2014) A method for line of sight angle rate reconstruction based on strapdown seeker. In: 2014 international conference on mechatronics, electronic, industrial and control engineering (MEIC-14) (pp 658–662). Atlantis Press.https://doi.org/10.2991/meic-14.2014.147

  31. Muhury A, Sadhu S, Ghoshal TK (2023) Digitization noise elimination from the guidance signal of an AESA missile seeker. In: 2023 3rd international conference on range technology (ICORT) (pp 1–4). IEEE. https://doi.org/10.1109/ICORT56052.2023.10249195

  32. Muhury A, Sadhu S, Ghoshal TK (2024) Alternative scheme for guidance signal filtering in a strapdown seeker. Proc Inst Mech Eng Part G: J Aerosp Eng 238(2):169–181. https://doi.org/10.1177/09544100231219951

    Article  Google Scholar 

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Acknowledgements

The authors are grateful to Dr. Abhijit Bhattacharyya, TD, DOS and PD, AD(M), DRDO, for facilitating infrastructural augmentation in the CKBS laboratory, where a major part of the work has been carried out. The authors wish to thank the Centre for Knowledge Based Systems, Electrical Engineering Department, Jadavpur University, for providing the infrastructure and computational facilities. The authors are also thankful to the anonymous reviewers for their valuable comments, which have helped to enhance the quality of the paper significantly.

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Muhury, A., Sadhu, S. & Ghoshal, T.K. Platform motion disturbance filtering for strapped-down electronically scanned array seekers with disturbance observer. Int. J. Dynam. Control (2024). https://doi.org/10.1007/s40435-024-01406-7

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