Title :
Optimal correlating transform for erasure channels
Author :
Romano, Gianmarco ; Rossi, Pierluigi Salvo ; Palmieri, Francesco
Author_Institution :
Dipt. di Ingegneria dell´´Informazione, Seconda Univ. di Napoli, Aversa, Italy
Abstract :
In this letter, we derive a gradient-based algorithm for computing the optimal transform when coefficients are transmitted over an erasure channel whose statistics are known. The discrete transform introduces correlation among the coefficients with consequent performance improvement against losses. Simulations show appreciable improvements over standard schemes and also good robustness when loss probabilities are only roughly estimated.
Keywords :
channel coding; correlation theory; discrete transforms; error statistics; gradient methods; optimisation; transform coding; discrete transform coding; erasure channel; gradient-based algorithm; multiple description coding; optimal correlating transform; Algorithm design and analysis; Computational modeling; Discrete transforms; Performance loss; Probability; Quantization; Robustness; Signal processing algorithms; Statistics; Transform coding; Erasure channel; multiple description coding; transform coding;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2005.855557