Combined source-channel coding schemes for video transmission over an additive white Gaussian noise channel
There has been an increased interest in the transmission of digital video over real-world transmission media, such as the direct broadcast satellite (DBS) channel. Video transmitted over such a channel is subject to degradation due, in part, to additive white Gaussian noise (AWGN). Some form of forw...
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Published in | IEEE journal on selected areas in communications Vol. 18; no. 6; pp. 880 - 890 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
01.06.2000
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
ISSN | 0733-8716 1558-0008 |
DOI | 10.1109/49.848242 |
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Abstract | There has been an increased interest in the transmission of digital video over real-world transmission media, such as the direct broadcast satellite (DBS) channel. Video transmitted over such a channel is subject to degradation due, in part, to additive white Gaussian noise (AWGN). Some form of forward error-control (FEC) coding may be applied in order to reduce the effect of the noise on the transmitted bitstream; however, determination of the appropriate level of FEC coding is generally an unwieldy and computationally intensive problem, as it may depend upon a variety of parameters such as the type of video, the available bandwidth, and the channel SNR. More specifically, a combined source-channel coding approach is necessary in optimally allocating rate between source and channel coding subject to a fixed constraint on overall transmission bandwidth. In this paper we develop a method of optimal bit allocation under the assumption that the distortion is additive and independent on a frame-by-frame basis. A set of universal operational distortion-rate characteristics is developed which balances the tradeoff between source coding accuracy and channel error protection for a fixed overall transmission rate and provides the basis for the optimal bit allocation approach. The results for specific source and channel coding schemes show marked improvement over suboptimum choices of channel error protection. In addition, we show that our results approach information-theoretic performance bounds which are developed in this work. |
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AbstractList | There has been an increased interest in the transmission of digital video over real-world transmission media, such as the direct broadcast satellite (DBS) channel. Video transmitted over such a channel is subject to degradation due, in part, to additive white Gaussian noise (AWGN). Some form of forward error-control (FEC) coding may be applied in order to reduce the effect of the noise on the transmitted bitstream; however, determination of the appropriate level of FEC coding is generally an unwieldy and computationally intensive problem, as it may depend upon a variety of parameters such as the type of video, the available bandwidth, and the channel SNR. More specifically, a combined source-channel coding approach is necessary in optimally allocating rate between source and channel coding subject to a fixed constraint on overall transmission bandwidth. In this paper we develop a method of optimal bit allocation under the assumption that the distortion is additive and independent on a frame-by-frame basis. A set of universal operational distortion-rate characteristics is developed which balances the tradeoff between source coding accuracy and channel error protection for a fixed overall transmission rate and provides the basis for the optimal bit allocation approach. The results for specific source and channel coding schemes show marked improvement over suboptimum choices of channel error protection. In addition, we show that our results approach information-theoretic performance bounds which are developed in this work Some form of forward error-control (FEC) coding may be applied in order to reduce the effect of the noise on the transmitted bitstream; however, determination of the appropriate level of FEC coding is generally an unwieldy and computationally intensive problem, as it may depend upon a variety of parameters such as the type of video, the available bandwidth, and the channel SNR. There has been an increased interest in the transmission of digital video over real-world transmission media, such as the direct broadcast satellite (DBS) channel. Video transmitted over such a channel is subject to degradation due, in part, to additive white Gaussian noise (AWGN). Some form of forward error-control (FEC) coding may be applied in order to reduce the effect of the noise on the transmitted bitstream; however, determination of the appropriate level of FEC coding is generally an unwieldy and computationally intensive problem, as it may depend upon a variety of parameters such as the type of video, the available bandwidth, and the channel SNR. More specifically, a combined source-channel coding approach is necessary in optimally allocating rate between source and channel coding subject to a fixed constraint on overall transmission bandwidth. In this paper we develop a method of optimal bit allocation under the assumption that the distortion is additive and independent on a frame-by-frame basis. A set of universal operational distortion-rate characteristics is developed which balances the tradeoff between source coding accuracy and channel error protection for a fixed overall transmission rate and provides the basis for the optimal bit allocation approach. The results for specific source and channel coding schemes show marked improvement over suboptimum choices of channel error protection. In addition, we show that our results approach information-theoretic performance bounds which are developed in this work. |
Author | Bystrom, M. Modestino, J.W. |
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Cites_doi | 10.1109/26.725308 10.1109/49.737651 10.1109/TIT.1987.1057373 10.1109/83.748891 10.1109/83.748887 10.1109/76.785725 10.1109/29.90373 10.1109/18.75264 10.1109/26.2763 10.1109/18.623141 10.1109/83.128029 10.1109/26.231919 10.1109/49.32337 10.1109/83.334987 10.1109/5.387095 |
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References | ref13 ref15 ref14 zahir azami (ref5) 1996 ref20 ref10 westerink (ref22) 1988 peng (ref11) 1999 ref2 ref1 ref17 ref19 massey (ref23) 1974 ref18 ref8 ref9 ref3 modestino (ref4) 1995 ref6 (ref16) 1994 parthasarathy (ref21) 1995 shoham (ref12) 1988; 36 cheung (ref7) 1996 |
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Snippet | There has been an increased interest in the transmission of digital video over real-world transmission media, such as the direct broadcast satellite (DBS)... Some form of forward error-control (FEC) coding may be applied in order to reduce the effect of the noise on the transmitted bitstream; however, determination... |
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SubjectTerms | Additive white noise Additives Allocations AWGN Bandwidth Bit rate Channel coding Channels Coding Degradation Direct broadcast satellites Distortion Errors Forward error correction Noise Noise reduction Optimization Protection Satellite broadcasting |
Title | Combined source-channel coding schemes for video transmission over an additive white Gaussian noise channel |
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