Title :
Semidefinite programming bounds on the probability of error of binary communication systems with inexactly known intersymbol interference
Author :
Cheng, Bing Hwa ; Vandenberghe, Lieven ; Yao, Kung
Author_Institution :
Electr. Eng. Dept., Univ. of California Los Angeles, CA, USA
Abstract :
We consider the problem of evaluating the probability of error of binary communication systems in the presence of additive noise and intersymbol interferences whose statistics are inexactly known due to the estimation errors of the channel coefficients. We present a new method using semidefinite programming to evaluate tight bounds on the error probability based on the upper and lower bounds on the moments of those interferences. Numerical results are provided and compared with a previously published technique.
Keywords :
AWGN channels; convex programming; error statistics; intersymbol interference; linear matrix inequalities; method of moments; additive noise; binary communication system; channel coefficient; error estimation; error probability; intersymbol interference; moment problem; semidefinite programming bound; Additive noise; Digital communication; Error analysis; Error probability; Estimation error; Intersymbol interference; Multidimensional systems; Random variables; Uncertainty; Upper bound; Error probability; moment problem; semidefinite programming;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2005.851721