کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
564208 875579 2012 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Game theoretic design for polarimetric MIMO radar target detection
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
Game theoretic design for polarimetric MIMO radar target detection
چکیده انگلیسی

Polarimetric radar systems allow the flexibility of transmitting arbitrarily polarized waveforms that match the scattering profiles of the target. Since different types of targets have varying profiles, the advantages of a polarimetric radar system can fully be exploited only when the type of target is accurately estimated. However, accurate estimation requires a significant amount of training data, which can be expensive. We propose a polarimetric design scheme for distributed multiple input multiple output (MIMO) radar target detection. We formulate the selection of transmit polarizations using a game theoretic framework by examining the impact of all possible transmit schemes on the detection performance with different available target profiles (see also Gogineni and Nehorai, 2011 [1]). This approach does not require training data, and we show a significant performance improvement due to the polarimetric design. Other radar design problems can also be solved using this game theoretic approach.


► Solved polarimetric MIMO radar design problem using a game-theoretic approach.
► This approach to system design doesn't require estimation from training data.
► The complexity of the proposed design is very low.
► It uses the knowledge of the opponent's goal unlike many classical approaches.
► Demonstrated the performance advantage of our approach using numerical examples.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 92, Issue 5, May 2012, Pages 1281–1289
نویسندگان
, ,