Multichannel/Multisensor Signal Processing in Uncertain Environments With Application To Multitarget Tracking

Abstract

This research project was concerned with two distinct aspects of analysis and processing of signals received at multiple sensors from multiple sources when the operating environment is highly uncertain and unstructured. In part I, a general approach based upon an independent component decomposition (ICD) was investigated involving as few assumptions as possible compared to existing literature. The approach was developed in conjunction with specific, useful applications such as space and time diversity multiaccess/multiuser digital communications. In part II focus was on maneuvering target tracking using kinematic models.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Sep 01, 2000
Accession Number
ADA381457

Entities

People

  • Jitendra K. Tugnait

Organizations

  • Auburn University

Tags

Communities of Interest

  • Sensors
  • Space

DTIC Thesaurus Topics

  • Algorithms
  • Channel Estimation
  • Communication Channels
  • Data Association
  • Decomposition
  • Detection
  • Detectors
  • Digital Communications
  • Digital Signal Processing
  • Environment
  • Information Science
  • Multiple Input Multiple Output
  • Multisensors
  • Multitarget Tracking
  • Order Statistics
  • Signal Processing
  • Target Tracking

Fields of Study

  • Engineering

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Sensor Fusion and Tracking Systems.

Technology Areas

  • Space