@article{c94a2ce91afe4fd889c41d83c489821c,
title = "Optimal quadratic detection and estimation using generalized joint signal representations",
abstract = "Time-frequency analysis has recently undergone significant advances in two main directions: statistically optimized methods that extend the scope of time-frequency-based techniques from merely exploratory data analysis to more quantitative application and generalized joint signal representations that extend time-frequency-based methods to a richer class of nonstationary signals. This paper fuses the two advances by developing optimal detection and estimation techniques based on generalized joint signal representations. By generalizing the statistical methods developed for time-frequency representations to arbitrary joint signal representations this paper develops a unified theory applicable to a wide variety of problems in nonstationary statistical signal processing.",
author = "Sayeed, {Akbar M.} and Jones, {Douglas L.}",
note = "Funding Information: Manuscript received September 6, 1995; revised June 12, 1996. This work was supported by the Joint Services Electronics Program under Grant no. N00014-90-5-1270 and the Schlumberger Foundation. The associate editor coordinating the review of this paper and approving it for publication was Prof. Andreas S. Spanias. A. M. Sayeed was with the Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, 1308 West Main Street, Urbana, IL 61801 USA. He is now with Electrical and Computer Engineering, Rice University, 6100 South Main Street, Houston, TX 77005 USA (e-mail: akbar@ece.rice.edu). D. L. Jones is with the Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, 1308 West Main Street, Urbana, IL 61801 USA (e-mail: d-jones@csl.uinc.edu). Publisher Item Identifier S 1053-587X(96)09048-4.",
year = "1996",
doi = "10.1109/78.553477",
language = "English (US)",
volume = "44",
pages = "3031--3043",
journal = "IEEE Transactions on Acoustics, Speech, and Signal Processing",
issn = "1053-587X",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
number = "12",
}