Title :
Polynomial time algorithms for multicast network code construction
Author :
Jaggi, Sidharth ; Sanders, Peter ; Chou, Philip A. ; Effros, Michelle ; Egner, Sebastian ; Jain, Kamal ; Tolhuizen, Ludo M G M
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
fDate :
6/1/2005 12:00:00 AM
Abstract :
The famous max-flow min-cut theorem states that a source node s can send information through a network (V, E) to a sink node t at a rate determined by the min-cut separating s and t. Recently, it has been shown that this rate can also be achieved for multicasting to several sinks provided that the intermediate nodes are allowed to re-encode the information they receive. We demonstrate examples of networks where the achievable rates obtained by coding at intermediate nodes are arbitrarily larger than if coding is not allowed. We give deterministic polynomial time algorithms and even faster randomized algorithms for designing linear codes for directed acyclic graphs with edges of unit capacity. We extend these algorithms to integer capacities and to codes that are tolerant to edge failures.
Keywords :
deterministic algorithms; directed graphs; linear codes; minimax techniques; multicast communication; telecommunication networks; code construction; communication network; deterministic polynomial time algorithm; directed acyclic graph; information encoding; integer capacity; linear code; max-flow min-cut theorem; multicasting rate maximization; randomized algorithm; Algorithm design and analysis; Bandwidth; Communication networks; Galois fields; Information theory; Laboratories; Linear code; Multicast algorithms; Polynomials; Upper bound; Communication networks; efficient algorithms; linear coding; multicasting rate maximization;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2005.847712