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
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;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2009.2032851