Adaptive High-Resolution Sensor Waveform Design for Tracking
eBook - PDF

Adaptive High-Resolution Sensor Waveform Design for Tracking

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Adaptive High-Resolution Sensor Waveform Design for Tracking

About this book

Recent innovations in modern radar for designing transmitted waveforms, coupled with new algorithms for adaptively selecting the waveform parameters at each time step, have resulted in improvements in tracking performance. Of particular interest are waveforms that can be mathematically designed to have reduced ambiguity function sidelobes, as their use can lead to an increase in the target state estimation accuracy. Moreover, adaptively positioning the sidelobes can reveal weak target returns by reducing interference from stronger targets. The manuscript provides an overview of recent advances in the design of multicarrier phase-coded waveforms based on Bjorck constant-amplitude zero-autocorrelation (CAZAC) sequences for use in an adaptive waveform selection scheme for mutliple target tracking. The adaptive waveform design is formulated using sequential Monte Carlo techniques that need to be matched to the high resolution measurements. The work will be of interest to both practitionersand researchers in radar as well as to researchers in other applications where high resolution measurements can have significant benefits. Table of Contents: Introduction / Radar Waveform Design / Target Tracking with a Particle Filter / Single Target tracking with LFM and CAZAC Sequences / Multiple Target Tracking / Conclusions

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Yes, you can access Adaptive High-Resolution Sensor Waveform Design for Tracking by Ioannis Kyriakides,Darryl Morrell,Antonia Papandreou-Suppappola in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Signals & Signal Processing. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Synthesis Lectures on Algorithms and Software in Engineering
  2. Copyright Page
  3. Title Page
  4. Contents
  5. Introduction
  6. Radar Waveform Design
  7. Target Tracking with a Particle Filter
  8. Single Target tracking with LFM and CAZAC Sequences
  9. Multiple Target Tracking
  10. Conclusions
  11. Independence of Single Target Matched Filter Statistics
  12. Independence of Multiple Target Matched Filter Statistics
  13. Sampling Importance Resampling Particle Filter Sample Code
  14. Likelihood Particle Filter Sample Code
  15. Bibliography
  16. Authors' Biographies