access icon openaccess Comparison of ambiguity function of eigenwaveform to wideband and pulsed radar waveforms: a comprehensive tutorial

The authors present a comprehensive research tutorial on the ambiguity function (AF) of eigenwaveform for extended targets compared to AFs of common radar waveforms (e.g. wideband and pulsed waveforms). They present new findings of AF properties that contradict classical AF results for the point target assumption. It is shown that the AF properties (peak and volume) for an extended target are not constant thereby contradicting AF properties of waveforms for a point target. They investigate corresponding AFs and note many advantages (or few disadvantages) of using eigenwaveform compared to classical wideband and rectangular-pulsed waveforms. They investigate unambiguous range, range resolution, Doppler resolution, and detection probability of various waveforms for insightful engineering trade-offs. For illustration, they utilise two extended target models to show that these parameters are not only functions of the transmit waveform but also of the nature of the target. They use both single-pulse and pulse-train waveforms to produce AFs to illustrate the effect on Doppler and range ambiguities and resolutions. Finally, they investigate range-Doppler map (RDM) applications of the traditional waveforms and compared them with eigenwaveform RDM. They conclude that the eigenwaveform is superior in probability of detection and Doppler considerations compared to wideband and rectangular waveforms.

Inspec keywords: Doppler radar; radar detection; probability; eigenvalues and eigenfunctions; radar resolution

Other keywords: range ambiguities; rectangular waveforms; extended target models; range-Doppler map applications; comprehensive research tutorial; point target assumption; single-pulse waveforms; pulse-train waveforms; ambiguity function; wideband radar waveforms; common radar waveforms; eigenwaveform RDM; transmit waveform; AF properties; rectangular-pulsed waveforms; pulsed radar waveforms; range resolution

Subjects: Radar equipment, systems and applications; Signal detection

References

    1. 1)
    2. 2)
      • 5. Romero, R.A.: ‘Detection performance of matched transmit waveform for moving extended targets’. Asilomar Conf. Signals, Systems, and Computers, November 2013.
    3. 3)
    4. 4)
    5. 5)
    6. 6)
      • 20. Therrian, C.W.: ‘Discrete random signals and statistical signal processing’ (Prentice-Hall Signal Processing Series, CA, 2004).
    7. 7)
    8. 8)
      • 21. Kay, S.M.: ‘Fundamentals of statistical signal processing’ (Prentice-Hall, Upper Saddle River, NJ, 1993).
    9. 9)
    10. 10)
      • 11. Mahafza, B.R.: ‘Radar signal analysis and processing using MATLAB’ (CRC Press, Boca Raton, FL, 2009).
    11. 11)
      • 10. Levanon, N., Mozeson, E.: ‘Radar signals’ (John Wiley and Sons, NJ, 2004).
    12. 12)
    13. 13)
    14. 14)
      • 22. Haykin, S.: ‘Adaptive filter theory’ (Prentice-Hall, Upper Saddle River, NJ, 1996).
    15. 15)
      • 12. Peebles, P.Z.: ‘Radar principles’ (John Wiley and Sons, NJ, 1998).
    16. 16)
      • 9. Levanon, N.: ‘Radar principles’ (John Wiley and Sons, NJ, 1988).
    17. 17)
      • 8. Romero, R.A., Goodman, N.A.: ‘Improved waveform design for target recognition with multiple transmissions’. IEEE Conf. Waveform Diversity and Design, April 2009, pp. 2630.
    18. 18)
      • 6. Nieh, J., Romero, R.A.: ‘Ambiguity function and detection probability considerations for matched waveform design’. IEEE Conf. Acoustics, Speech and Signal Processing, April 2013, pp. 42804284.
    19. 19)
    20. 20)
    21. 21)
    22. 22)
http://iet.metastore.ingenta.com/content/journals/10.1049/joe.2017.0393
Loading

Related content

content/journals/10.1049/joe.2017.0393
pub_keyword,iet_inspecKeyword,pub_concept
6
6
Loading