On the Compressive Sensing Systems (Part 1)

Abstract

Compressive sensing (CS) has received considerable attention. CS has shown great potential in diverse fields, for example, high-resolution image processing, wireless communication, and radar systems [1][6]. The central goal of CS is to reconstruct a signal using very few measurements [7]. This report starts with a brief review of target detection, communication and CS theory for different radar and wireless communication signals. And then the report focuses on different CS applications and perfect signal reconstruction conditions.

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Document Details

Document Type
Technical Report
Publication Date
Feb 01, 2015
Accession Number
AD1004302

Entities

People

  • Francois Chan
  • Il-min Kim
  • Mingbo Niu

Tags

Communities of Interest

  • Air Platforms
  • Energy and Power Technologies
  • Sensors

DTIC Thesaurus Topics

  • Acquisition
  • Algorithms
  • Analog Signals
  • Antennas
  • Coding
  • Compressed Sensing
  • Compression
  • Computer Programming
  • Contracts
  • Data Acquisition
  • Doppler Effect
  • Engineering
  • Frequency
  • High Resolution
  • National Security
  • Radar
  • Signal Processing

Fields of Study

  • Engineering

Readers

  • Image Processing and Computer Vision.
  • Radio communications and signal processing.
  • Technical Research and Report Writing.