TY - GEN
T1 - Misspecified Cramér-Rao bounds for complex unconstrained and constrained parameters
AU - Fortunati, Stefano
N1 - Publisher Copyright:
© EURASIP 2017.
PY - 2017/10/23
Y1 - 2017/10/23
N2 - In this paper, a generalization of the Misspecified Cramér-Rao Bound (MCRB) and of the Constrained MCRB (CMCRB) to complex parameter vectors is presented. Our derivation aims at providing lower bounds on the Mean Square Error (MSE) for both circular and non-circular, MS-unbiased, mismatched estimators. A simple toy example is also presented to clarify the theoretical findings.
AB - In this paper, a generalization of the Misspecified Cramér-Rao Bound (MCRB) and of the Constrained MCRB (CMCRB) to complex parameter vectors is presented. Our derivation aims at providing lower bounds on the Mean Square Error (MSE) for both circular and non-circular, MS-unbiased, mismatched estimators. A simple toy example is also presented to clarify the theoretical findings.
UR - https://www.scopus.com/pages/publications/85026643873
U2 - 10.23919/EUSIPCO.2017.8081488
DO - 10.23919/EUSIPCO.2017.8081488
M3 - Conference contribution
AN - SCOPUS:85026643873
T3 - 25th European Signal Processing Conference, EUSIPCO 2017
SP - 1644
EP - 1648
BT - 25th European Signal Processing Conference, EUSIPCO 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 25th European Signal Processing Conference, EUSIPCO 2017
Y2 - 28 August 2017 through 2 September 2017
ER -