Title :
Group testing for non-uniformly quantized adder channels
Author :
Emad, Amin ; Milenkovic, Olgica
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana-Champaign (UIUC), Urbana, IL, USA
fDate :
June 29 2014-July 4 2014
Abstract :
We present a new family of codes for non-uniformly quantized adder channels. Quantized adder channels are generalizations of group testing models, which were studied under the name of semi-quantitative group testing. We describe non-binary group testing schemes in which the test matrices are generated by concatenating scaled disjunct codebooks, with the scaling parameters determined through lexicographical ordering constraints. In addition, we propose simple iterative decoding methods for one class of such codes.
Keywords :
channel coding; concatenated codes; iterative decoding; quantisation (signal); SQGT; channel coding; concatenating scaled disjunct codebooks; iterative decoding; lexicographical ordering constraints; nonbinary group testing scheme; nonuniformly quantized adder channels; scaling parameters; semiquantitative group testing; Adders; Computational modeling; Decoding; Quantization (signal); Testing; Vectors;
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
DOI :
10.1109/ISIT.2014.6875254