Advances in Waveform-Agile Sensing for Tracking
Sira, Sandeep Prasad
Advances in Waveform-Agile Sensing for Tracking by Sandeep Prasad Sira, Antonia Papanreou-Suppappola, Darryl Morrell - 1st edition 2009 - 1 recurso en línea (IX, 74 páginas) - Synthesis Lectures on Algorithms and Software in Engineering 1938-1735 .
Waveform-Agile Target Tracking Application Formulation -- Dynamic Waveform Selection with Application to Narrowband and Wideband Environments -- Dynamic Waveform Selection for Tracking in Clutter -- Conclusions -- CRLB Evaluation for Gaussian Envelope GFM Chirp from the Ambiguity Function -- CRLB Evaluation from the Complex Envelope.
Recent advances in sensor technology and information processing afford a new flexibility in the design of waveforms for agile sensing. Sensors are now developed with the ability to dynamically choose their transmit or receive waveforms in order to optimize an objective cost function. This has exposed a new paradigm of significant performance improvements in active sensing: dynamic waveform adaptation to environment conditions, target structures, or information features. The manuscript provides a review of recent advances in waveform-agile sensing for target tracking applications. A dynamic waveform selection and configuration scheme is developed for two active sensors that track one or multiple mobile targets. A detailed description of two sequential Monte Carlo algorithms for agile tracking are presented, together with relevant Matlab code and simulation studies, to demonstrate the benefits of dynamic waveform adaptation. The work will be of interest not only to practitioners of radar and sonar, but also other applications where waveforms can be dynamically designed, such as communications and biosensing. Table of Contents: Waveform-Agile Target Tracking Application Formulation / Dynamic Waveform Selection with Application to Narrowband and Wideband Environments / Dynamic Waveform Selection for Tracking in Clutter / Conclusions / CRLB Evaluation for Gaussian Envelope GFM Chirp from the Ambiguity Function / CRLB Evaluation from the Complex Envelope.
9783031015113
10.1007/978-3-031-01511-3 doi
Redes de sensores inalámbricas
TK7872.D48 / 2009 EB
Advances in Waveform-Agile Sensing for Tracking by Sandeep Prasad Sira, Antonia Papanreou-Suppappola, Darryl Morrell - 1st edition 2009 - 1 recurso en línea (IX, 74 páginas) - Synthesis Lectures on Algorithms and Software in Engineering 1938-1735 .
Waveform-Agile Target Tracking Application Formulation -- Dynamic Waveform Selection with Application to Narrowband and Wideband Environments -- Dynamic Waveform Selection for Tracking in Clutter -- Conclusions -- CRLB Evaluation for Gaussian Envelope GFM Chirp from the Ambiguity Function -- CRLB Evaluation from the Complex Envelope.
Recent advances in sensor technology and information processing afford a new flexibility in the design of waveforms for agile sensing. Sensors are now developed with the ability to dynamically choose their transmit or receive waveforms in order to optimize an objective cost function. This has exposed a new paradigm of significant performance improvements in active sensing: dynamic waveform adaptation to environment conditions, target structures, or information features. The manuscript provides a review of recent advances in waveform-agile sensing for target tracking applications. A dynamic waveform selection and configuration scheme is developed for two active sensors that track one or multiple mobile targets. A detailed description of two sequential Monte Carlo algorithms for agile tracking are presented, together with relevant Matlab code and simulation studies, to demonstrate the benefits of dynamic waveform adaptation. The work will be of interest not only to practitioners of radar and sonar, but also other applications where waveforms can be dynamically designed, such as communications and biosensing. Table of Contents: Waveform-Agile Target Tracking Application Formulation / Dynamic Waveform Selection with Application to Narrowband and Wideband Environments / Dynamic Waveform Selection for Tracking in Clutter / Conclusions / CRLB Evaluation for Gaussian Envelope GFM Chirp from the Ambiguity Function / CRLB Evaluation from the Complex Envelope.
9783031015113
10.1007/978-3-031-01511-3 doi
Redes de sensores inalámbricas
TK7872.D48 / 2009 EB