DocumentCode
1286143
Title
Optimal Rate–Delay Tradeoffs and Delay Mitigating Codes for Multipath Routed and Network Coded Networks
Author
Walsh, John MacLaren ; Weber, Steven ; Maina, Ciira Wa
Author_Institution
Dept. of Electr. & Comput. Eng., Drexel Univ., Philadelphia, PA, USA
Volume
55
Issue
12
fYear
2009
Firstpage
5491
Lastpage
5510
Abstract
Via multiterminal information theory, a framework is presented for deriving fundamental rate-delay tradeoffs that delay mitigating codes must have when utilized over multipath routed and random linear network coded networks. The rate-delay tradeoff is formulated as a calculus problem on a capacity region of a related abstracted broadcast channel. Given this general framework for studying such rate-delay tradeoffs, the extreme case of uniform networks, in which each possible received packet arrival order is equally likely, is considered. For these networks, the rate-delay calculus problem is simplified to an integer programming problem, which for small numbers of packets may be solved explicitly, or for larger numbers of packets, may be accurately approximated through the calculus of variations by appropriate relaxation of an integer constraint. Explicit expressions for the rate-delay tradeoff in uniform networks are presented in the special cases of (i) constant packet inter-arrival times, and (ii) exponential independent and identically distributed (i.i.d.) packet arrival times. Finally, the delay mitigating codes achieving these rate-delay tradeoffs are discussed.
Keywords
approximation theory; broadcast channels; channel capacity; channel coding; integer programming; multipath channels; relaxation theory; telecommunication network routing; appropriate relaxation; broadcast channel capacity region; delay mitigating code; integer programming problem; multipath routed network; multiterminal information theory; optimal rate-delay tradeoff; packet arrival order; random linear network coded network; rate-delay calculus problem; Broadcasting; Calculus; Communication system control; Computer networks; Information theory; Linear programming; Network coding; Probability distribution; Propagation delay; Routing; Connection-oriented service; delay-mitigating codes; multipath routing; network coding; rate–delay tradeoffs;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2009.2032851
Filename
5319759
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