TY - GEN
T1 - Quazioptimal signals detection in strong non-Gaussian environment
AU - Kontorovich, V.
AU - Lyandres, V.
N1 - Publisher Copyright:
© 1999 IEEE.
PY - 1999/1/1
Y1 - 1999/1/1
N2 - The problem of modeling correlated non-Gaussian interference is discussed. An innovative generation scheme is proposed, based on the representation of the noise by a solution of certain stochastic differential equations or their combination. Since for this kind of noise the analytic expression for the probability functional can be received the approach is useful not only as the core of the interference simulators but as a decisive tool for detector design. In the case of weak signals, an asymptotically optimal detection system represents a nonlinear whitener with parameters defined by the corresponding generating SDE.
AB - The problem of modeling correlated non-Gaussian interference is discussed. An innovative generation scheme is proposed, based on the representation of the noise by a solution of certain stochastic differential equations or their combination. Since for this kind of noise the analytic expression for the probability functional can be received the approach is useful not only as the core of the interference simulators but as a decisive tool for detector design. In the case of weak signals, an asymptotically optimal detection system represents a nonlinear whitener with parameters defined by the corresponding generating SDE.
UR - http://www.scopus.com/inward/record.url?scp=85039926201&partnerID=8YFLogxK
U2 - 10.1109/HOST.1999.778752
DO - 10.1109/HOST.1999.778752
M3 - Conference contribution
AN - SCOPUS:85039926201
T3 - Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics, SPW-HOS 1999
SP - 330
EP - 335
BT - Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics, SPW-HOS 1999
PB - Institute of Electrical and Electronics Engineers
T2 - 1999 IEEE Signal Processing Workshop on Higher-Order Statistics, SPW-HOS 1999
Y2 - 14 June 1999 through 16 June 1999
ER -