Rate-distortion optimized streaming of packetized media
Microsoft (United States) · Sony Corporation (United States)
Abstract
This paper addresses the problem of streaming packetized media over a lossy packet network in a rate-distortion optimized way. We show that although the data units in a media presentation generally depend on each other according to a directed acyclic graph, the problem of rate-distortion optimized streaming of an entire presentation can be reduced to the problem of error-cost optimized transmission of an isolated data unit. We show how to solve the latter problem in a variety of scenarios, including the important common scenario of sender-driven streaming with feedback over a best-effort network, which we couch in the framework of Markov decision processes. We derive a fast practical algorithm for nearly…
Citation impact
- FWCI
- 87.38
- Percentile
- 100%
- References
- 127
Authors
2Topics & keywords
- Computer science
- Network packet
- Lossy compression
- Erasure
- Distortion (music)
- Rate–distortion theory
- Markov decision process
- Markov process
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