A new approach to multipath correction of constant modulus signals

An adaptive digital filtering algorithm that can compensate for both frequency-selective multipath and interference on constant envelope modulated signals is presented. The method exploits the fact that multipath reception and various interference sources generate incidental amplitude modulation on the received signal. A class of so-called constant modulus performance functions is developed which sense this AM term but are insensitive to the angle modulation. Simple adaptive algorithms for finite-impulse-response (FIR) digital filters are developed which employ a gradient search of the performance function. One of the resulting algorithms is simulated for the example of an FM signal degraded by specular multipath propagation. Substantial improvements in noise power ratio (NPR) are observed (e.g., 25 dB) with moderately rapid convergence time. These results are then extended to include tonal interference on a FM signal and intersymbol interference on a QPSK data signal.

[1]  P. E. Green,et al.  A Communication Technique for Multipath Channels , 1958, Proceedings of the IRE.

[2]  P. Bello Characterization of Randomly Time-Variant Linear Channels , 1963 .

[3]  H. R. Rudin A continuously adaptive equalizer for general-purpose communication channels , 1969 .

[4]  A. Anuff,et al.  A Time-Domain Approach to Computing Distortion of Linearly Filtered FM Signals , 1971 .

[5]  B. Widrow,et al.  The complex LMS algorithm , 1975, Proceedings of the IEEE.

[6]  G. Ungerboeck,et al.  Fractional Tap-Spacing Equalizer and Consequences for Clock Recovery in Data Modems , 1976, IEEE Trans. Commun..

[7]  S. Gupta,et al.  Discrete Estimation of Continuous Angle-Modulated Signals Over Multipath Channels for Aeronautical Communication , 1976, IEEE Trans. Commun..

[8]  B. Widrow,et al.  Stationary and nonstationary learning characteristics of the LMS adaptive filter , 1976, Proceedings of the IEEE.

[9]  Application of adaptive array technology to HF communications systems , 1977 .

[10]  Dennis R. Morgan Adaptive Multipath Cancellation for Digital Data Communications , 1978, IEEE Trans. Commun..

[11]  P. van Gerwen,et al.  Digital echo cancellation for baseband data transmission , 1979 .

[12]  R. Langseth,et al.  Evaluation of a Method for Interference Control in Analog FM Systems , 1979, IEEE Trans. Commun..

[13]  John R. Treichler Observability and its effect on the design of ML and MAP joint estimators (Corresp.) , 1980, IEEE Trans. Inf. Theory.

[14]  John R. Treichler,et al.  SHARF: An algorithm for adapting IIR digital filters , 1980 .

[15]  D. Godard,et al.  Self-Recovering Equalization and Carrier Tracking in Two-Dimensional Data Communication Systems , 1980, IEEE Trans. Commun..

[16]  Martin Morf,et al.  Recursive square-root ladder estimation algorithms , 1980, ICASSP.

[17]  P. Monsen,et al.  Fading channel communications , 1980, IEEE Communications Magazine.

[18]  W. D. Rummler,et al.  Time- and frequency-domain representation of multipath fading on line-of-sight microwave paths , 1980, The Bell System Technical Journal.

[19]  M. S. Mueller,et al.  Least-squares algorithms for adaptive equalizers , 1981, The Bell System Technical Journal.

[20]  Sally L. Wood,et al.  The application of SHARF to adaptive removal of TV ghosting , 1981, ICASSP.