TY - JOUR
T1 - Source coding theorem for cyclostationary gaussian sources
AU - Hwang, Wen Jyi
PY - 1997
Y1 - 1997
N2 - This paper presents the source coding theorem and its converse for discrete-time cyclostationary Gaussian sources with absolutely summable autocorrelation sequence. For the proofs of these theorems, a new definition for the rate distortion function R(D) for cyclostationary Gaussian sources is presented and the existence of R(D) is proved. The transform coding scheme is used to show the existence of the optimal code. With the proof of the source coding theorem and its converse, it is shown that the newly defined rate distortion function for cyclostationary sources is consistent with the usual concept of rate distortion function as defined for stationary sources.
AB - This paper presents the source coding theorem and its converse for discrete-time cyclostationary Gaussian sources with absolutely summable autocorrelation sequence. For the proofs of these theorems, a new definition for the rate distortion function R(D) for cyclostationary Gaussian sources is presented and the existence of R(D) is proved. The transform coding scheme is used to show the existence of the optimal code. With the proof of the source coding theorem and its converse, it is shown that the newly defined rate distortion function for cyclostationary sources is consistent with the usual concept of rate distortion function as defined for stationary sources.
KW - Cyclostationary gaussian sources
KW - Rate distortion function
KW - Source coding theorem
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U2 - 10.1080/02533839.1997.9741803
DO - 10.1080/02533839.1997.9741803
M3 - Article
AN - SCOPUS:0030649651
SN - 0253-3839
VL - 20
SP - 27
EP - 37
JO - Chung-kuo Kung Ch'eng Hsueh K'an/Journal of the Chinese Institute of Engineers
JF - Chung-kuo Kung Ch'eng Hsueh K'an/Journal of the Chinese Institute of Engineers
IS - 1
ER -