Title :
On Minimizing Broadcast Completion Delay for Instantly Decodable Network Coding
Author :
Sorour, Sameh ; Valaee, Shahrokh
Author_Institution :
Edward S. Rogers Sr. Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
Abstract :
In this paper, we consider the problem of minimizing the mean completion delay in wireless broadcast for instantly decodable network coding. We first formulate the problem as a stochastic shortest path (SSP) problem. Although finding the packet selection policy using SSP is intractable, we use this formulation to draw the theoretical properties of efficient selection algorithms. Based on these properties, we propose a simple online selection algorithm that efficiently minimizes the mean completion delay of a frame of broadcast packets, compared to the random and greedy selection algorithms with a similar computational complexity. Simulation results show that our proposed algorithm indeed outperforms these random and greedy selection algorithms.
Keywords :
communication complexity; decoding; greedy algorithms; network coding; radio broadcasting; stochastic processes; SSP problem; broadcast completion delay; broadcast packet; computational complexity; decodable network coding; greedy selection algorithm; mean completion delay; online selection algorithm; packet selection policy; random selection algorithm; stochastic shortest path; wireless broadcast; Computational complexity; Computational modeling; Decoding; Delay; Network coding; Propagation losses; Satellite broadcasting; Stochastic processes; Streaming media; Throughput;
Conference_Titel :
Communications (ICC), 2010 IEEE International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-6402-9
DOI :
10.1109/ICC.2010.5502758