Publica
Hier finden Sie wissenschaftliche Publikationen aus den FraunhoferInstituten. Implementing PerceptionAction Cycles using Stochastic Optimization
 Institute of Electrical and Electronics Engineers IEEE: IEEE Radar Conference, RadarConf 2020 : September 2125, 2020, Florence, Italy, virtual event Piscataway, NJ: IEEE, 2020 ISBN: 9781728189437 ISBN: 9781728189420 pp.14841489 
 Radar Conference (RadarConf) <2020, Online> 

 English 
 Conference Paper 
 Fraunhofer FKIE () 
Abstract
Cognitive radar problems involve the selection of actions based on the uncertain knowledge of a system state that is partially observed through noisy measurements. This process of sequential decision making under uncertainty can be considered as a stochastic optimization problem. This paper explicitly makes the connection between cognitive radar and stochastic optimization by presenting a framework for describing cognitive radar problems in terms of stochastic optimization, thereby pointing to ways to employ stochastic optimization for designing perceptionaction cycles in a cognitive radar.