In this paper we examine the Distortion-Rate (D-R) performance of two competing approaches for error-resilient transmission of scalable sources over error-prone packet-based memoryless channels. Thereby, we consider scalable Joint Source-Channel Coding (JSCC) based on Forward Error Correction (FEC) and scalable Multiple Description Coding (MDC). Our analysis considers memoryless Gaussian input sources encoded using source coders that can achieve theoretical performance bounds. This input source model is independent of actual implementations of the source coders and therefore allows drawing conclusions on the theoretical D-R performance of both approaches. Our comparative analysis indicates that in matched channel conditions, the use of an optimized FEC-based JSCC approach yields significantly better error resilience compared to the use of scalable MDC. Moreover, it is shown that in mismatched conditions a scalable JSCC approach has the potential to outperform a scalable MDC approach.
Stoufs, M, Munteanu, A, Barbarien, J, Cornelis, J & Schelkens, P 2009, Error protection of scalable sources: a comparative analysis of forward error correction and multiple description coding. in IEEE International Conference on Digital Signal Processing, DSP 2009, Santorini, Greece. Unknown, 5/07/09.
Stoufs, M., Munteanu, A., Barbarien, J., Cornelis, J., & Schelkens, P. (2009). Error protection of scalable sources: a comparative analysis of forward error correction and multiple description coding. In IEEE International Conference on Digital Signal Processing, DSP 2009, Santorini, Greece
@inproceedings{3c747920c2b044059b131eb26a3fd61a,
title = "Error protection of scalable sources: a comparative analysis of forward error correction and multiple description coding",
abstract = "In this paper we examine the Distortion-Rate (D-R) performance of two competing approaches for error-resilient transmission of scalable sources over error-prone packet-based memoryless channels. Thereby, we consider scalable Joint Source-Channel Coding (JSCC) based on Forward Error Correction (FEC) and scalable Multiple Description Coding (MDC). Our analysis considers memoryless Gaussian input sources encoded using source coders that can achieve theoretical performance bounds. This input source model is independent of actual implementations of the source coders and therefore allows drawing conclusions on the theoretical D-R performance of both approaches. Our comparative analysis indicates that in matched channel conditions, the use of an optimized FEC-based JSCC approach yields significantly better error resilience compared to the use of scalable MDC. Moreover, it is shown that in mismatched conditions a scalable JSCC approach has the potential to outperform a scalable MDC approach.",
keywords = "Scalable source coding, multiple description coding, forward error correction, error resilience",
author = "Maryse Stoufs and Adrian Munteanu and Joeri Barbarien and Jan Cornelis and Peter Schelkens",
year = "2009",
month = jul,
day = "5",
language = "English",
isbn = "978-1-4244-3298-1",
booktitle = "IEEE International Conference on Digital Signal Processing, DSP 2009, Santorini, Greece",
note = "Unknown ; Conference date: 05-07-2009",
}