Title :
Non-coherent network coding: An arbitrarily varying channel approach
Author :
Siavoshani, Mahdi Jafari ; Yang, Shenghao ; Yeung, Raymond W.
Author_Institution :
Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Abstract :
In this paper, we propose an “arbitrarily varying channel” (AVC) approach to study the capacity of noncoherent transmission in a network that employs randomized linear network coding. The network operation is modeled by a matrix channel over a finite field where the transfer matrix changes arbitrarily from time-slot to time-slot but up to a known distribution over its rank. By extending the AVC results to this setup, we characterize the capacity of such a non-coherent transmission scheme and show that subspace coding is optimal for achieving the capacity. By imposing a probability distribution over the state space of an AVC, we obtain a channel which we called “partially arbitrarily varying channel” (PAVC). In this work, we characterize the “randomized” as well as the “deterministic” code capacity of a PAVC under the average error probability criterion. Although we introduce the PAVC to model the non-coherent network coding, this extension to an AVC might be of its own interest as well.
Keywords :
channel coding; linear codes; network coding; probability; random codes; AVC approach; PAVC; arbitrarily varying channel approach; average error probability criterion; deterministic code capacity; finite field; matrix channel; noncoherent network coding; noncoherent transmission; noncoherent transmission capacity; partially arbitrarily varying channel; probability distribution; randomized code capacity; randomized linear network coding; subspace coding; time-slot; transfer matrix; Capacity planning; Encoding; Error probability; Network coding; Probabilistic logic; Receivers;
Conference_Titel :
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
978-1-4673-2580-6
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2012.6283561