TY - JOUR
T1 - Generalized source coding theorems and hypothesis testing
T2 - Part II — Operational limits
AU - Chen, Po-Ning
AU - Alajaji, Fady
PY - 1998/1/1
Y1 - 1998/1/1
N2 - In light of the information measures introduced in Part I, a generalized version of the Asymptotic Equipartition Property (AEP) is proved. General fixed-length data compaction and data compression (source coding) theorems for arbitrary finite-alphabet sources are also established. Finally, the general expression of the Neyman-Pearson type-II error exponent subject to upper bounds on the type-I error probability is examined.
AB - In light of the information measures introduced in Part I, a generalized version of the Asymptotic Equipartition Property (AEP) is proved. General fixed-length data compaction and data compression (source coding) theorems for arbitrary finite-alphabet sources are also established. Finally, the general expression of the Neyman-Pearson type-II error exponent subject to upper bounds on the type-I error probability is examined.
KW - AEP
KW - Hypothesis testing
KW - Neyman-Pearson error exponent
KW - Shannon theory
KW - Source coding theorems
UR - http://www.scopus.com/inward/record.url?scp=0032072936&partnerID=8YFLogxK
U2 - 10.1080/02533839.1998.9670393
DO - 10.1080/02533839.1998.9670393
M3 - Article
AN - SCOPUS:0032072936
SN - 0253-3839
VL - 21
SP - 293
EP - 303
JO - Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A/Chung-kuo Kung Ch'eng Hsuch K'an
JF - Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A/Chung-kuo Kung Ch'eng Hsuch K'an
IS - 3
ER -