TY - GEN
T1 - Symmetric group testing and superimposed codes
AU - Emad, Amin
AU - Shen, Jun
AU - Milenkovic, Olgica
N1 - Copyright:
Copyright 2012 Elsevier B.V., All rights reserved.
PY - 2011
Y1 - 2011
N2 - 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.
AB - 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.
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U2 - 10.1109/ITW.2011.6089379
DO - 10.1109/ITW.2011.6089379
M3 - Conference contribution
AN - SCOPUS:83655193069
SN - 9781457704376
T3 - 2011 IEEE Information Theory Workshop, ITW 2011
SP - 20
EP - 24
BT - 2011 IEEE Information Theory Workshop, ITW 2011
T2 - 2011 IEEE Information Theory Workshop, ITW 2011
Y2 - 16 October 2011 through 20 October 2011
ER -