Maximum-Likelihood Time Delay Estimation: A New Perspective

Author

John A. Stuller, Missouri University of Science and TechnologyFollow
Nancy Hubing

Abstract

This Paper Introduces a New Realization for Maximum Likelihood Time-Delay Estimation. the New Realization Illuminatesthe Relationships between Maximum Likelihood Time Delay Estimation and Other Methods. We Obtain the Result by Deriving the Likelihood Function using a Fundamental Method that, Surprisingly, Appears to Be New to The field of Array Processing. This Method is a Natural Complement to the Karhunen-Loeve Transform Having Vector Eigenfunctions and Scalar Eigenvalues, and It Generalizes to M Measurements, M 2 2. Moreover, It Can Be Applied to Other Multichannel estimation problems.

Recommended Citation

J. A. Stuller and N. Hubing, "Maximum-Likelihood Time Delay Estimation: A New Perspective," Conference Record - Asilomar Conference on Signals, Systems and Computers, vol. 2, pp. 842 - 848, article no. 540819, Institute of Electrical and Electronics Engineers, Jan 1995.

The definitive version is available at https://doi.org/10.1109/ACSSC.1995.540819

Department(s)

Electrical and Computer Engineering

Comments

National Science Foundation, Grant MIP-9223020

International Standard Serial Number (ISSN)

1058-6393

Document Type

Article - Conference proceedings

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 2023 Institute of Electrical and Electronics Engineers , All rights reserved.

Publication Date

01 Jan 1995