论文信息 - On adaptive nonparametric detection systems using dependent samples

On adaptive nonparametric detection systems using dependent samples

A procedure is obtained for modifying given sampled-data parametric detectors to make them asymptotically nonparametric. Unlike standard nonparametric devices, these detectors do not require the assumption of independent samples but only a knowledge of the input spectral shapes. As examples of this technique, two types of conventional array detectors are modified to produce nonparametric systems.

Morton Kanefsky | John B. Thomas | John B. Thomas | M. Kanefsky

[1] Philip Rudnick,et al. Small Signal Detection in the DIMUS Array , 1960 .

[2] T. Williams,et al. The polarity-coincidence correlator: A nonparametric detection device , 1962, IRE Trans. Inf. Theory.

[3] M. Rosenblatt. A CENTRAL LIMIT THEOREM AND A STRONG MIXING CONDITION. , 1956, Proceedings of the National Academy of Sciences of the United States of America.

[4] Y. Rozanov,et al. An Application of the Central Limit Theorem , 1961 .

[5] On the Applicability of the Central Limit Theorem to Stationary Processes Which have Passed Through a Linear Filter , 1961 .

[6] Kenneth W. Goff. The Application of Correlation Techniques to Some Acoustic Measurements , 1954 .

[7] F. Bryn. Optimum Signal Processing of Three‐Dimensional Arrays Operating on Gaussian Signals and Noise , 1962 .

[8] H. Pollak,et al. Amplitude distribution of shot noise , 1960 .

[9] V. Anderson. Digital Array Phasing , 1959 .

[10] John B. Thomas,et al. On the Detection of Signals in Nonstationary Noise by Product Arrays , 1959 .

[11] D. Middleton. An Introduction to Statistical Communication Theory , 1960 .

[12] M. Rosenblatt. Independence and Dependence , 1961 .

[13] James J. Faran,et al. THE APPLICATION OF CORRELATION TECHNIQUES TO ACOUSTIC RECEIVING SYSTEMS , 1952 .

[14] E. Lehmann,et al. Testing Statistical Hypothesis. , 1960 .

[15] John B. Thomas,et al. On nonparametric signal detectors , 1964, IEEE Trans. Inf. Theory.