Robust predictive deconvolution system and method

Communications: directive radio wave systems and devices (e.g. – With particular circuit – Digital processing

Reexamination Certificate

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C342S089000, C342S118000, C342S134000, C342S175000, C342S196000, C342S202000, C342S204000, C342S02500R, C342S02500R, C342S02500R

Reexamination Certificate

active

07106250

ABSTRACT:
A method for processing a received, modulated pulse (i.e. waveform) that requires predictive deconvolution to resolve a scatterer from noise and other scatterers includes receiving a return signal; obtaining L+(2M−1)(N−1) samples y of the return signal, where y(l)={tilde over (x)}T(l) s+v(l); applying RMMSE estimation to each successive N samples to obtain initial impulse response estimates [{circumflex over (x)}1{−(M−1)(N−1)}, . . . , {circumflex over (x)}1{−1}, {circumflex over (x)}1{0}, . . . , {circumflex over (x)}1{L−1}, . . . , {circumflex over (x)}1{L}, {circumflex over (x)}1{−1 +(M−1)(N−1)}]; computing power estimates {circumflex over (ρ)}1(l)=|{circumflex over (x)}1(l)|αfor l=−(M−1)(N−1), . . . , L−1+(M−1)(N−1) and 0<α≦2; computing MMSE filters according to w(l)=ρ(l) (C(l)+R)−1s, where ρ(l)=E[|x(l)|α] is the power of x(l), for 0<α≦2, and R=E[v(l) vH(l)] is the noise covariance matrix; applying the MMSE filters to y to obtain [{circumflex over (x)}2{−(M−2)(N−1)}, . . . , {circumflex over (x)}2{−1}, {circumflex over (x)}2{0}, . . . , {circumflex over (x)}2{L−1}, {circumflex over (x)}2{L}, . . . , {circumflex over (x)}2{L−1+(M−2)(N−1)}]; and repeating (d)–(f) for subsequent reiterative stages until a desired length-L range window is reached, thereby resolving the scatterer from noise and other scatterers. The RMMSE predictive deconvolution approach provides high-fidelity impulse response estimation. The RMMSE estimator can reiteratively estimate the MMSE filter for each specific impulse response coefficient by mitigating the interference from neighboring coefficients that is a result of the temporal (i.e. spatial) extent of the transmitted waveform. The result is a robust estimator that adaptively eliminates the spatial ambiguities that occur when a fixed receiver filter is used.

REFERENCES:
patent: 4594593 (1986-06-01), Nohmi
patent: 4771287 (1988-09-01), Mims
patent: 4985704 (1991-01-01), Smith
patent: 5059966 (1991-10-01), Fujisaka et al.
patent: 5172118 (1992-12-01), Peregrim et al.
patent: 5281971 (1994-01-01), Moulton
patent: 5323162 (1994-06-01), Fujisaka et al.
patent: 5777573 (1998-07-01), Klausing et al.
patent: 5805107 (1998-09-01), Schruth et al.
patent: 5815111 (1998-09-01), Gouenard et al.
patent: 6072419 (2000-06-01), Normant
patent: 6603424 (2003-08-01), Abatzoglou
N. Goodman et al.; “A MMSE Filter for Range Sidelobe Reduction”; IGARSS 2000 Digest; Honolulu, Hawaii, 2000.
Ackroyd et al, “Optimum Mismatched Filters For Sidelobe Suppression”, IEEE Trans. Aerospace and Electronic Systems, vol. AES-9, No. 2, pp. 214-218, Mar. 1973.
O'Brien et al, “High Resolution Deconvolution Using Least-Absolute-Values Minimization”, IEEE Ultrasonics Symposium. pp. 1151-1156, 1990.
Felhauer et al, “Digital Signal Processing For Optimum Wideband Channel Estimation In The Presence of Noise” IEE Proceedings-F, vol. 140, No. 3, pp. 179-186, Jun. 1993.
Misaridis et al, “Potential of Coded Excitation in Medical Ultrasound Imaging”, Elseevier Science, vol. 38, pp. 183-189 2000.
McGill et al, “A Micromachined Proconcentrator For Enhanced Trace Detection Of Illicit Materials”, NRL Washington, DC, pp. 494.
Yarlagadda et al, “Fast Algorithms For lp Deconvolution”, IEEE Trans. on Acoustics, Speech and Signal Processing, vol. ASSP-33, No. 1, Feb. 1985.
Sarkar et al, “An Ultra-Low Sidelope pulse Compression Technique For High Performance Radar System” IEEE National Radar Conference, pp. 111-114, 1997.
Song et al, “Estimation Theoretic Approach For Radar Pulse Compression Processing and Its Optimal Codes”, Electronics Letters, vol. 36, No. 3, pp. 250-252, Feb. 3, 2000.
Suh et al, “Ultrasonic Inspection of Studs (Bolts) Using Dynamic Predictive Deconvolution and Wave Shaping”, IEEE Trans. on Ultrasonics, Ferroelectronics and Frequency Control, vol. 46, No. 2, pp. 457-463, Mar. 1999.
Zrnic et al, “Range Sidelobe Suppression For Pulse Compression Radars Utilizing Modified RLs Algorithm”, IEEE, pp. 1008-1011, 1998.
Blunt et al, “Robust Predictive Deconvolution System and Method”, CIP Application NRL Washington , DC, pp. 1-21.

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