Exploitation of Higher-Order Cyclostationarity for Weak-Signal Detection and Time-Delay Estimation,

Abstract

The cumulant theory of cyclostationary time-series is applied to several types of weak-signal detection problems that arise in the area of signal interception, and to the problem of estimating the relative time-delay of a heavily corrupted signal that is received at two locations. The cumulant theory of cyclostationarity (CS) is the theory of higher-order temporal and spectral cumulants and moments of CS time-series. Specifically, the theory characterizes the additive sine waves present in the output of nonlinear transformations of CS time-series. The detection and time-delay estimation problems that are posed are difficult to solve because the signal is weak, the noise and interference is nonstationary and non-Gaussian, and the signal does not exhibit second-order CS.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1992
Accession Number
ADA290359

Entities

People

  • Chad M. Spooner
  • William A. Gardner

Tags

Communities of Interest

  • C4I
  • Materials and Manufacturing Processes
  • Sensors

DTIC Thesaurus Topics

  • Abstracts
  • Additives (Chemicals)
  • Algorithms
  • Data Sets
  • Detection
  • Detectors
  • Estimators
  • Frequency
  • Frequency Shift
  • Measurement
  • Modulation
  • Order Statistics
  • Signal Detection
  • Signal Processing
  • Sine Waves
  • Statistics
  • Waves

Fields of Study

  • Engineering

Readers

  • Calculus or Mathematical Analysis
  • Radio communications and signal processing.
  • Wave Propagation and Nonlinear Chaotic Dynamics.