Sale!

Knowledge Based Radar Detection Tracking and Classification 1st Edition by Fulvio Gini, Muralidhar Rangaswamy ISBN 0470149300 9780470149300

Original price was: $50.00.Current price is: $35.00.

Knowledge Based Radar Detection Tracking and Classification Adaptive and Learning Systems for Signal Processing Communications and Control Series 1st Edition Fulvio Gini Digital Instant Download

Author(s): Fulvio Gini, Muralidhar Rangaswamy
ISBN(s): 9780470283141, 0470283149
Edition: 1
File Details: PDF, 8.15 MB
Year: 2008
Language: english
SKU: EB-1712846 Category: Tags: ,

Knowledge Based Radar Detection Tracking and Classification 1st Edition by Fulvio Gini, Muralidhar Rangaswamy – Ebook PDF Instant Download/Delivery: 0470149300, 978-0470149300
Full download Knowledge Based Radar Detection Tracking and Classification 1st Edition after payment

Product details:

ISBN 10:    0470149300
ISBN 13: 978-0470149300
Author:       Fulvio Gini, Muralidhar Rangaswamy

Discover the technology for the next generation of radar systems

Here is the first book that brings together the key concepts essential for the application of Knowledge Based Systems (KBS) to radar detection, tracking, classification, and scheduling. The book highlights the latest advances in both KBS and radar signal and data processing, presenting a range of perspectives and innovative results that have set the stage for the next generation of adaptive radar systems.

The book begins with a chapter introducing the concept of Knowledge Based (KB) radar.
The remaining nine chapters focus on current developments and recent applications of KB concepts to specific radar functions. Among the key topics explored are:

  • Fundamentals of relevant KB techniques

  • KB solutions as they apply to the general radar problem

  • KBS applications for the constant false-alarm rate processor

  • KB control for space-time adaptive processing

  • KB techniques applied to existing radar systems

  • Integrated end-to-end radar signals

  • Data processing with overarching KB control

All chapters are self-contained, enabling readers to focus on those topics of greatest interest. Each one begins with introductory remarks, moves on to detailed discussions and analysis, and ends with a list of references. Throughout the presentation, the authors offer examples of how KBS works and how it can dramatically improve radar performance and capability. Moreover, the authors forecast the impact of KB technology on future systems, including important civilian, military, and homeland defense applications.

With chapters contributed by leading international researchers and pioneers in the field, this text is recommended for both students and professionals in radar and sonar detection, tracking, and classification and radar resource management.

Knowledge Based Radar Detection Tracking and Classification 1st Table of contents:

Chapter 1: Introduction

  • Overview of Radar Systems
  • The Need for Knowledge-Based Approaches
  • Objectives of Radar Detection, Tracking, and Classification
  • Structure of the Book

Chapter 2: Radar Signal Processing Fundamentals

  • Basic Radar Principles and Operation
  • Signal Detection and Processing Techniques
  • Radar Waveforms and Their Importance
  • Signal-to-Noise Ratio (SNR) and Its Impact
  • Digital Signal Processing in Radar

Chapter 3: Radar Detection Techniques

  • Detection of Targets in Noise
  • Threshold Detection and Its Performance
  • Optimal Detection in Radar Systems
  • Statistical Methods for Radar Detection
  • Knowledge-Based Detection Approaches

Chapter 4: Tracking Algorithms in Radar

  • Introduction to Tracking Systems
  • Kalman Filter for Target Tracking
  • Particle Filters in Radar Tracking
  • Multi-Target Tracking and Data Association
  • Knowledge Integration for Improved Tracking

Chapter 5: Radar Classification Methods

  • Radar Target Classification Overview
  • Features for Radar Classification
  • Supervised and Unsupervised Classification Techniques
  • Machine Learning Approaches to Classification
  • Knowledge-Based Classification Models

Chapter 6: Multi-Sensor Integration for Detection and Tracking

  • Importance of Multi-Sensor Systems
  • Data Fusion Techniques
  • Multi-Radar and Sensor Network Integration
  • Decision-Level Fusion in Radar Systems
  • Knowledge-Based Fusion Strategies

Chapter 7: Adaptive Radar Systems

  • Adaptive Filtering in Radar Detection
  • Dynamic Adjustment in Radar Signal Processing
  • Knowledge-Based Adaptation Techniques
  • Real-Time Adaptation and Performance Enhancement

Chapter 8: Radar System Performance Evaluation

  • Performance Metrics for Radar Detection and Tracking
  • Signal Processing Performance Assessment
  • Classification Accuracy and Error Analysis
  • Simulation and Experimentation in Radar Systems

Chapter 9: Applications of Knowledge-Based Radar Systems

  • Military and Defense Applications
  • Civilian and Commercial Radar Systems
  • Aviation and Maritime Radar Systems
  • Automotive Radar Systems
  • Future Trends and Applications

Chapter 10: Challenges and Future Directions

  • Current Limitations in Radar Systems
  • The Role of Artificial Intelligence and Deep Learning
  • Emerging Technologies in Radar Detection and Classification
  • Future Research Areas in Knowledge-Based Radar Systems

People also search for Knowledge Based Radar Detection Tracking and Classification 1st:

knowledge based radar detection tracking and classification
can police detect radar detectors
how does radar speed detection work
are radar detectors illegal in kentucky
radar target detection-handbook of theory and practice pdf

Tags:

Fulvio Gini, Muralidhar Rangaswamy,Knowledge,Based,Radar,Detection,Tracking,Classification 1st