Parameter estimation of FM signals using cyclic statistics

Guotong Zhou; Georgios B. Giannakis

Parameter estimation of FM signals using cyclic statistics

Guotong Zhou
, Georgios B. Giannakis

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

6 Scopus citations

Abstract

Estimating the modulation index of an FM signal in stationary additive noise is encountered in many applications. We propose here a simple scheme which relies on the cyclo-stationarity of the FM process, and employs relevant cyclic statistics. Large sample variance expression of the modulation index estimator is also derived. Numerical examples corroborate the theoretical results.

Original language	English (US)
Title of host publication	Proc IEEE SP Int Symp Time Freq Time Scale Anal
Editors	Anon
Publisher	IEEE
Pages	248-251
Number of pages	4
State	Published - Dec 1 1994
Event	Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis - Philadelphia, PA, USA Duration: Oct 25 1994 → Oct 28 1994

Other

Other	Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis
City	Philadelphia, PA, USA
Period	10/25/94 → 10/28/94

Find It

Find It at U of M Libraries

Cite this

@inproceedings{b964632c94714c8b9133308d3f396ccb,

title = "Parameter estimation of FM signals using cyclic statistics",

abstract = "Estimating the modulation index of an FM signal in stationary additive noise is encountered in many applications. We propose here a simple scheme which relies on the cyclo-stationarity of the FM process, and employs relevant cyclic statistics. Large sample variance expression of the modulation index estimator is also derived. Numerical examples corroborate the theoretical results.",

author = "Guotong Zhou and Giannakis, \{Georgios B.\}",

year = "1994",

month = dec,

day = "1",

language = "English (US)",

pages = "248--251",

editor = "Anon",

booktitle = "Proc IEEE SP Int Symp Time Freq Time Scale Anal",

publisher = "IEEE",

note = "Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis ; Conference date: 25-10-1994 Through 28-10-1994",

}

TY - GEN

T1 - Parameter estimation of FM signals using cyclic statistics

AU - Zhou, Guotong

AU - Giannakis, Georgios B.

PY - 1994/12/1

Y1 - 1994/12/1

N2 - Estimating the modulation index of an FM signal in stationary additive noise is encountered in many applications. We propose here a simple scheme which relies on the cyclo-stationarity of the FM process, and employs relevant cyclic statistics. Large sample variance expression of the modulation index estimator is also derived. Numerical examples corroborate the theoretical results.

AB - Estimating the modulation index of an FM signal in stationary additive noise is encountered in many applications. We propose here a simple scheme which relies on the cyclo-stationarity of the FM process, and employs relevant cyclic statistics. Large sample variance expression of the modulation index estimator is also derived. Numerical examples corroborate the theoretical results.

UR - https://www.scopus.com/pages/publications/0028698707

UR - https://www.scopus.com/pages/publications/0028698707#tab=citedBy

M3 - Conference contribution

AN - SCOPUS:0028698707

SP - 248

EP - 251

BT - Proc IEEE SP Int Symp Time Freq Time Scale Anal

A2 - Anon, null

PB - IEEE

T2 - Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis

Y2 - 25 October 1994 through 28 October 1994

ER -

Parameter estimation of FM signals using cyclic statistics

Abstract

Other

Find It

Other files and links

Fingerprint

Cite this