Title :
A new orthogonal transform for signal coding
Author :
Haddad, Richard A. ; Akansu, Ali N.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Polytech. Univ., Hawthorne, NY, USA
fDate :
9/1/1988 12:00:00 AM
Abstract :
The authors propose an orthogonal, unitary transformation called the modified Hermite transformation (MHT) and its extension, which is called the modular modified Hermite transformation (MMHT). The MHT algorithm, which is an efficient algorithm, is explained and explored. The MHT is compared to the discrete cosine transform (DCT) for various AR(1) input signal source models using the performance criterion of gain over PCM, denoted by NGTC. The MHT algorithm requires only 2N real multiplications or divisions for a transformation of a signal block of N samples. It is also used for the inverse transformation, IMHT, and makes this new transform attractive. It is efficient computationally and comparable to the DCT for AR(1) source models with positive correlation coefficients, it is somewhat better than the DCT for negative correlation coefficients
Keywords :
correlation theory; encoding; speech analysis and processing; AR(1) input signal source models; PCM; correlation coefficients; discrete cosine transform; inverse transformation; modified Hermite transformation; orthogonal transform; performance criterion; signal coding; Acoustic signal processing; Bit rate; Discrete Fourier transforms; Discrete cosine transforms; Discrete transforms; Fourier transforms; Signal processing; Signal processing algorithms; Speech coding; Speech processing;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on