Fundamentals of Radar Signal Processing

  • Overview
  • Course Content
  • Requirements & Materials
Overview

Fundamentals of Radar Signal Processing

Course Description

   This course is a thorough exploration for engineers and scientists of the foundational signal processing methods for interference suppression, detection, imaging, and tracking that are at the core of most modern radar systems. It also provides a solid base for studying advanced techniques, such as radar imaging, advanced waveforms, and adaptive processing in greater detail.

For on-site private offerings only, this course is also offered in a shortened 3.5-day format:

  • Fundamentals of Radar Signal Processing: 3.5 day (DEF 3505R)

as well as a two-course, two days per course format:

  • Radar Signal Processing: Fundamentals (DEF 3505A)
  • Radar Signal Processing: Applications and Advanced Topics (DEF 3505B)

These courses can be purchased separately or together. For more information submit a request at train at your location.

Course Content

SIGNAL MODELING

  • Radar signal processing goals: signal-to-interference and resolution
  • Signal acquisition and organization: fast- and slow-time sampling, the data cube
  • Deterministic and Statistical models for targets, clutter, and noise signals
  • Doppler shift and Doppler bandwidth

THRESHOLD DETECTION

  • Fixed and adaptive (CFAR) threshold detection theory
  • Simple tools for detection performance estimation: Albersheim’s and Shnidman’s equations
  • The effect of target fluctuations and integration

MEASUREMENT ACCURACY AND TRACKING

  • Limiting factors in measuring range, Doppler, and angle
  • Single- and Multiple-Target Tracking: data association and track filtering

WAVEFORMS

  • Effect of radar waveforms on range and Doppler resolution, ambiguities, and signal-to-noise ratio
  • Matched filtering and pulse compression
  • Simple pulses, linear frequency modulation, phase coded, and pulse burst waveforms

MTI AND PULSE DOPPLER

  • Moving target indication and the vector matched filter
  • Pulse Doppler processing

SYNTHETIC APERTURE RADAR

  • Synthetic-aperture radar (SAR) concepts and modes
  • Resolution versus area coverage
  • Basic stripmap and spotlight SAR imaging algorithms

ADAPTIVE INTERFERENCE SUPPRESSION

  • Digital beamforming
  • Ground MTI and space-time adaptive processing (STAP)
  • STAP extensions and applications

SPECIAL TOPICS AND APPLICATIONS (A selected subset of these is included)

  • Continuous-wave and Frequency-modulated continuous wave radar
  • Electronic protection
  • Weather radar
  • Airport surveillance radar
  • Space-based radar
  • Millimeter-wave radar
Requirements & Materials
Prerequisites

Recommended

Materials

Provided

  • Hard copy and CD-ROM of course viewgraphs

Session Details

  • Georgia Tech Research Institute (GTRI) employees are eligible to receive a discount.  If you are a GTRI employee, please go to the Organizational Development website and look for the coupon code under GT Professional Development. Review coupon instructions for more information.

Who Should Attend

This course is designed for engineers, scientists, and technicians.

Adult professional attending defense tech course

What You Will Learn

  • Sampling rates and resolution in spatial, Doppler, and angle dimensions
  • Models of the deterministic and statistical behavior of radar signals
  • Moving target indication (MTI) and pulse Doppler processors for detecting targets in clutter
  • Simple and pulse compression waveforms to achieve resolution, sidelobe, and SNR requirements
  • Coherent and noncoherent integration and constant false alarm rate (CFAR) to meet detection goals
  • Single- and multi-target tracking algorithms and limitations on their accuracy
  • Basic concepts and design drivers for advanced adaptive processing algorithms for clutter and jamming suppression
  • 2D imaging radar (SAR) concepts and basic design parameters
Radar antenna

How You Will Benefit

  • Learn the principles and objectives of basic signal processing methods fundamental to all radars.
  • Understand interference suppression methods for noise, clutter, and jamming.
  • Evaluate radar signal processing algorithm performance and limitations.
  • Develop a strong foundation for study of advanced radar techniques.
  • Receive MATLAB® based tutorial software demonstrations.
  • Taught by Experts in the Field icon
    Taught by Experts in the Field
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    Grow Your Professional Network

The course schedule was well-structured with a mix of lectures, class discussions, and hands-on exercises led by knowledgeable and engaging instructors.

- Abe Kani
President

TRAIN AT YOUR LOCATION

We enable employers to provide specialized, on-location training on their own timetables. Our world-renowned experts can create unique content that meets your employees' specific needs. We also have the ability to deliver courses via web conferencing or on-demand online videos. For 15 or more students, it is more cost-effective for us to come to you.

  • Save Money
  • Flexible Schedule
  • Group Training
  • Customize Content
  • On-Site Training
  • Earn a Certificate
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