Title :
Design of ring convolutional trellis codes for MAP decoding of MPEG-4 imagery
Author :
Mahapakulchai, Srijidtra ; Van Dyck, Robert E.
Author_Institution :
Pennsylvania State Univ., University Park, PA, USA
Abstract :
Previously, we proposed a trellis coded modulation system using CPFSK and ring convolutional codes for transmitting the bits generated by an embedded zerotree wavelet encoder. Improved performance is achieved by using maximum a posteriori (MAP) decoding of the zerotree symbols. In this paper, the optimal ring convolutional trellis codes are determined for MAP decoding. The CPFSK transmitter is decomposed into a memoryless modulator and a continuous phase encoder over the ring of integers modulo 4; the latter is combined with a polynomial convolutional encoder over the same ring. In the code design process, a search is made of the combined trellis, where the branch metrics are modified to include the source transition matrix. Simulation results of image transmission are provided using the optimized system
Keywords :
binary codes; combined source-channel coding; continuous phase modulation; convolutional codes; data compression; decoding; frequency shift keying; image coding; trellis coded modulation; trellis codes; visual communication; CPFSK; CPFSK transmitter; MAP decoding; MPEG-4 imagery; binary convolutional codes; branch metrics; continuous phase encoder; embedded zerotree wavelet encoder; image transmission; joint source-channel coding; maximum a posteriori decoding; memoryless modulator; optimal ring convolutional trellis codes; optimized system; polynomial convolutional encoder; ring convolutional trellis codes design; simulation results; source transition matrix; trellis coded modulation system; zerotree symbols; Continuous phase modulation; Convolution; Convolutional codes; Hidden Markov models; Image communication; Iterative decoding; MPEG 4 Standard; Maximum likelihood decoding; Modulation coding; Process design;
Conference_Titel :
Communications, 2001. ICC 2001. IEEE International Conference on
Conference_Location :
Helsinki
Print_ISBN :
0-7803-7097-1
DOI :
10.1109/ICC.2001.937379