Globally optimal uneven error-protected packetization of scalable code streams

• Published in: IEEE transactions on multimedia Vol. 6; no. 2; pp. 230 - 239
• Main Authors: Dumitrescu, S., Xiaolin Wu, Zhe Wang
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.04.2004; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Allocations; Approximation; Approximation algorithms; Bit rate; Channels; Complexity; Error correction codes; Heuristic; Image coding; Internet; Multimedia; Optimization; Packet switching; Payloads; Protection; Redundancy; Streaming media; Streams; Studies
• ISSN: 1520-9210; 1941-0077
• DOI: 10.1109/TMM.2003.822793

In this paper, we present a family of new algorithms for rate-fidelity optimal packetization of scalable source bit streams with uneven error protection. In the most general setting where no assumption is made on the probability function of packet loss or on the rate-fidelity function of the scalable code stream, one of our algorithms can find the globally optimal solution to the problem in O(N/sup 2/L/sup 2/) time, compared to a previously obtained O(N/sup 3/L/sup 2/) complexity, where N is the number of packets and L is the packet payload size. If the rate-fidelity function of the input is convex, the time complexity can be reduced to O(NL/sup 2/) for a class of erasure channels, including channels for which the probability function of losing n packets is monotonically decreasing in n and independent erasure channels with packet erasure rate no larger than N/2(N + 1). Furthermore, our O(NL/sup 2/) algorithm for the convex case can be modified to rind an approximation solution for the general case. All of our algorithms do away with the expediency of fractional bit allocation, a limitation of some existing algorithms.