论文信息 - An analysis of multiple correlation cancellation loops with a filter in the auxiliary path

An analysis of multiple correlation cancellation loops with a filter in the auxiliary path

A technique known as a "multiple correlation cancellation loop" and also as the "LMS algorithm" is widely used in adaptive arrays for radar, sonar, and communications, as well as in many other signal processing applications. In this paper an analysis of this technique is extended to the case when a linear filter appears in the auxiliary signal path. A general solution to this problem is obtained and several examples for narrow-band and broad-band signals are presented.

Dennis R. Morgan

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

[2] Richard D. Gitlin,et al. Self-Orthogonalizing Adaptive Equalization Algorithms , 1977, IEEE Trans. Commun..

[3] R. W. Lucky. Adaptive redundancy removal in data transmission , 1968 .

[4] J. R. Rosenberger,et al. Performance of an adaptive echo canceller operating in a noisy, linear, time-invariant environment , 1971 .

[5] M. Sondhi,et al. New results on the performance of a well-known class of adaptive filters , 1976, Proceedings of the IEEE.

[6] M. Rudko. On the cross-correlation function of a nonlinear network , 1977, Proceedings of the IEEE.

[7] D. Morgan,et al. Real-time adaptive linear prediction using the least mean square gradient algorithm , 1976 .

[8] Robert W. Lucky. A survey of the communication theory literature: 1968-1973 , 1973, IEEE Trans. Inf. Theory.

[9] A. Gersho. Adaptive equalization of highly dispersive channels for data transmission , 1969 .

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

[11] B. Widrow,et al. Adaptive antenna systems , 1967 .

[12] B. Widrow,et al. Adaptive noise cancelling: Principles and applications , 1975 .