The stochastic CRB for array processing in unknown noise fields

نویسندگان

  • Alex B. Gershman
  • Marius Pesavento
  • Petre Stoica
  • Erik G. Larsson
چکیده

The stochastic Cramér-Rao bound (CRB) plays an important role in array processing because several high-resolution direction-ofarrival (DOA) estimation methods are known to achieve this bound asymptotically. In this paper, we study the stochastic CRB on DOA estimation accuracy in the general case of arbitrary unknown noise field parametrized by a vector of unknowns. We derive explicit closed-form expressions for the CRB and examine its properties theoretically and by representative numerical examples.

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تاریخ انتشار 2001