Title :
Design of UEP-based MSE-minimizing rateless codes for source-channel coding
Author :
Shirazinia, Amirpasha ; Bao, Lei ; Skoglund, Mikael
Author_Institution :
Commun. Theor. Lab., R. Inst. of Technol., Stockholm, Sweden
Abstract :
This paper proposes a method to optimize the performance of tandem source-channel coding with respect to the mean-squared error by exploiting the unequal error protection coding. More specifically, we formulate a combination of linear programming and grid search to optimize degree distributions for unequal error protected rateless channel codes. An asymptotic upper bound for the mean-squared error of the cascaded system is also derived. By optimizing the corresponding degree distributions of the rateless codes using unequal error protection principles, the proposed scheme has shown promising performance at high resolution region of source coding.
Keywords :
combined source-channel coding; error correction codes; linear programming; mean square error methods; search problems; UEP-based MSE-minimizing rateless codes; asymptotic upper bound; grid search; mean-squared error; tandem source-channel coding; unequal error protected rateless channel codes; unequal error protection coding; Channel coding; Decoding; Delay; Error correction codes; Optimization; Upper bound; Source-channel coding; degree distribution; mean-square error; rateless codes; unequal error protection;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2011.5946688