Target Tracking by Airborne Radar Systems: Airborne Radar Systems and Single Target Tracking
This book focuses on single-target tracking in airborne radar systems, with emphasis on the signal processing and estimation methods used to detect, track, and maintain target state over time. It is a specialized technical monograph aimed at the radar and tracking problem space, likely covering detection, filtering, and tracking algorithms in an airborne operational context.
Why Read This Book
Read this book if you need a focused treatment of radar-based target tracking rather than a broad DSP overview. It should be valuable for understanding how estimation, filtering, and radar signal processing are combined in practical airborne tracking systems, especially for readers working on defense, surveillance, or advanced sensing applications.
Who Will Benefit
Radar engineers, DSP and estimation specialists, defense systems developers, graduate students in electrical engineering, and researchers working on target tracking or airborne sensing will benefit most. It is also useful for practitioners who already understand basic signal processing and want a deeper look at radar tracking algorithms and system-level considerations.
Level: Advanced — Prerequisites: Readers should be comfortable with probability, random processes, linear systems, estimation theory, and core DSP concepts such as sampling, filtering, and spectral analysis. Familiarity with radar fundamentals, state-space models, and Kalman-style tracking methods will make the material much easier to follow.
Key Takeaways
- How airborne radar systems perform single-target detection and tracking
- How estimation and filtering methods are applied to radar measurements
- How to model target motion and measurement uncertainty in state-space form
- How tracking performance depends on noise, clutter, and radar geometry
- How DSP concepts support radar signal extraction and target state estimation
- How to evaluate and compare tracking algorithms for airborne radar applications
Topics Covered
- Radar signal processing fundamentals
- Airborne radar system architectures
- Single-target tracking problem formulation
- Target motion and kinematic models
- Measurement generation and observation models
- Detection, gating, and track initiation
- State estimation and recursive filtering
- Kalman filtering for radar tracking
- Nonlinear tracking and coordinate transformations
- Tracking performance analysis and error sources
- Clutter, noise, and interference effects
- Design considerations for airborne radar trackers
Languages, Platforms & Tools
How It Compares
Compared with broader DSP or radar textbooks, this book appears much more specialized, concentrating on the target tracking problem rather than general waveform design or receiver processing. It is likely closer in scope to an advanced monograph on estimation and tracking than to introductory references such as standard radar handbooks, making it most useful as a deep-dive companion rather than a first radar text.
