Knowledge Based Radar Detection, Tracking and Classification

Contributors. 1. Introduction (Fulvio Gini and Muralidhar Rangaswamy). 2. Cognitive Radar (Simon Haykin) 3. Knowledge-Based Radar Signal and Data Processing: A Tutorial Overview (Gerard T. Capraro, Alfonso Farina, Hugh D. Griffiths, and Michael C. Wicks). 4. An Overview of Knowledge-Aided Adaptive Radar at DARPA and Beyond (Joseph R. Guerci and Edward J. Baranoski). 5. Space-Time Adaptive Processing for Airborne Radar: A Knowledge-Based Perspective (Michael C. Wicks, Muralidhar Rangaswamy, Raviraj S. Adve, and Todd B. Hale). 6. CFAR Knowledge-Aided Radar Detection and its Demonstration Using Measured Airborne Data (Christopher T. Capraro, Gerard T. Capraro, Antonio De Maio, Alfonso Farina, and Michael C. Wicks). 7. STAP via Knowledge-Aided Covariance Estimation and the FRACA Meta-Algorithms (Shannon D. Blunt, Karl Gerlach, Muralidhar Rangaswamy, and Aaron K. Shackelford). 8. Knowledge-Based Radar Tracking (Alessio Benavoli, Luigi Chisci, Alfonso Farina, Sandro Immediata, and Luca Timmoneri). 9. Knowledge-Based Radar Target Classification (Igal Bilik and Joseph Tabrikian). 10. Multifunction Radar Resource Management (Sergio Luis de Carvalho Miranda, Chris J. Baker, Karl Woodbridge and Hugh D. Griffiths). Index.

[1]  V. C. Vannicola,et al.  Applications of knowledge based systems to surveillance , 1988, Proceedings of the 1988 IEEE National Radar Conference.

[2]  Simon Haykin.  Radar vision , 1990, IEEE International Conference on Radar.

[3]  Michael C. Wicks,et al.  Artificial intelligence applications to constant false alarm rate (CFAR) processing , 1993, The Record of the 1993 IEEE National Radar Conference.

[4]  Vincent C. Vannicola,et al.  Knowledge-based resource allocation for multifunction radars , 1993, Defense, Security, and Sensing.

[5]  R. Kennedy,et al.  Defense Advanced Research Projects Agency (DARPA). Change 1 , 1996 .

[6]  Michael C. Wicks.  Radar the next generation - sensors as robots , 2003, 2003 Proceedings of the International Conference on Radar (IEEE Cat. No.03EX695).

[7]  Michael C. Wicks,et al.  Artificial intelligence and sensor fusion , 2003, IEMC '03 Proceedings. Managing Technologically Driven Organizations: The Human Side of Innovation and Change (IEEE Cat. No.03CH37502).

[8]  Gerard T. Capraro,et al.  Autonomous intelligent radar system (AIRS) for multi-sensor radars , 2005, 1st IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2005..

[9]  A. Farina,et al.  Knowledge-based radar signal and data processing: a tutorial review , 2006, IEEE Signal Processing Magazine.

[10]  A. Farina,et al.  Design and analysis of a knowledge-aided radar detector for doppler processing , 2006, IEEE Transactions on Aerospace and Electronic Systems.