TY - GEN
T1 - Optimal stochastic signal design and detector randomization in the neyman-pearson framework
AU - Dulek, Berkan
AU - Gezici, Sinan
PY - 2012
Y1 - 2012
N2 - Power constrained on-off keying communications systems are investigated in the presence of stochastic signaling and detector randomization. The joint optimal design of decision rules, stochastic signals, and detector randomization factors is performed. It is shown that the solution to the most generic optimization problem that employs both stochastic signaling and detector randomization can be obtained as the randomization among no more than three Neyman-Pearson (NP) decision rules corresponding to three deterministic signal vectors. Numerical examples are also presented.
AB - Power constrained on-off keying communications systems are investigated in the presence of stochastic signaling and detector randomization. The joint optimal design of decision rules, stochastic signals, and detector randomization factors is performed. It is shown that the solution to the most generic optimization problem that employs both stochastic signaling and detector randomization can be obtained as the randomization among no more than three Neyman-Pearson (NP) decision rules corresponding to three deterministic signal vectors. Numerical examples are also presented.
KW - Detection
KW - Neyman-Pearson
KW - detector randomization
KW - on-off keying
KW - stochastic signaling
UR - https://www.scopus.com/pages/publications/84867615105
UR - https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=performanshacettepe&SrcAuth=WosAPI&KeyUT=WOS:000312381403025&DestLinkType=FullRecord&DestApp=WOS_CPL
U2 - 10.1109/ICASSP.2012.6288552
DO - 10.1109/ICASSP.2012.6288552
M3 - Conference contribution
AN - SCOPUS:84867615105
SN - 9781467300469
T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SP - 3025
EP - 3028
BT - 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings
T2 - 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012
Y2 - 25 March 2012 through 30 March 2012
ER -