Title :
Symmetric group testing and superimposed codes
Author :
Emad, Amin ; Shen, Jun ; Milenkovic, Olgica
Author_Institution :
Univ. of Illinois, Urbana, IL, USA
Abstract :
We describe a generalization of the group testing problem termed symmetric group testing. Unlike in classical binary group testing, the roles played by the input symbols zero and one are “symmetric” while the outputs are drawn from a ternary alphabet. Using an information-theoretic approach, we derive sufficient and necessary conditions for the number of tests required for noise-free and noisy reconstructions. Furthermore, we extend the notion of disjunct (zero-false-drop) and separable (uniquely decipherable) codes to the case of symmetric group testing. For the new family of codes, we derive bounds on their size based on probabilistic methods, and provide construction methods based on coding theoretic ideas.
Keywords :
codes; probability; testing; binary group testing; information-theoretic approach; noise-free reconstructions; noisy reconstructions; probabilistic methods; separable codes; superimposed codes; symmetric group testing; ternary alphabet; Conferences; Noise; Noise measurement; Probabilistic logic; Testing; Upper bound; Vectors;
Conference_Titel :
Information Theory Workshop (ITW), 2011 IEEE
Conference_Location :
Paraty
Print_ISBN :
978-1-4577-0438-3
DOI :
10.1109/ITW.2011.6089379