Title :
Strong impossibility results for noisy group testing
Author :
Tan, Vincent Y. F. ; Atia, George K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Strong impossibility results for noisy group testing are derived. It is shown that regardless of the allowed error probability in identifying the defective set, the required of number of measurements is almost the same as that required for the error probability to be arbitrarily small. Our proof technique involves the use of the blowing-up lemma.
Keywords :
error statistics; group theory; set theory; blowing-up lemma; defective set; error probability; noisy group testing; strong impossibility; Educational institutions; Error probability; Noise; Noise measurement; Testing; Yttrium; Blowing-up lemma; Defective set; Necessary conditions; Noisy group testing; Strong converse;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6855211