Title :
The error exponent of zero-rate multiterminal hypothesis testing for sources with common information
Author :
Ueda, M. ; Kuzuoka, S.
Author_Institution :
Grad. Sch. of Syst. Eng., Wakayama Univ., Wakayama, Japan
Abstract :
We consider the multiterminal hypothesis testing problem with zero-rate constraint. For this problem, an upper bound on the optimal error exponent is given by Shalaby and Papamarcou, provided that the positivity condition holds. Our contribution is to prove that Shalaby and Papamarcou´s upper bound is valid under a weaker condition: (i) two remote observations have a common random variable in the sense of Gácks and Körner, and (ii) when the value of the common random variable is fixed, the conditional distribution of remaining random variables satisfies the positivity condition.
Keywords :
constraint handling; error analysis; conditional distribution; optimal error exponent; positivity condition; random variables; zero-rate constraint; zero-rate multiterminal hypothesis testing problem; Australia; Decoding; Educational institutions; Manganese; Random variables; Testing; Upper bound;
Conference_Titel :
Information Theory and its Applications (ISITA), 2014 International Symposium on
Conference_Location :
Melbourne, VIC