Title :
Dynamic Index Coding for Wireless Broadcast Networks
Author :
Neely, Michael J. ; Tehrani, Arash Saber ; Zhen Zhang
Author_Institution :
Electr. Eng. Dept., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
We consider a wireless broadcast station that transmits packets to multiple users. The packet requests for each user may overlap, and some users may already have certain packets. This presents a problem of broadcasting in the presence of side information, and is a generalization of the well-known (and unsolved) index coding problem of information theory. We represent the problem by a bipartite demand graph. Uncoded transmission is optimal if and only if this graph is acyclic. Next, we define a code-constrained capacity region that restricts attention to any prespecified set of coding actions. A dynamic max-weight algorithm that acts over variable length frames is developed. The algorithm allows for random packet arrivals and supports any traffic inside the code-constrained capacity region. A simple set of codes that exploit cycles in the demand graph are shown to be optimal for a class of broadcast relay problems.
Keywords :
graph theory; relay networks (telecommunication); variable length codes; acyclic graph; bipartite demand graph; broadcast relay problems; code-constrained capacity region; coding actions; dynamic index coding; dynamic max-weight algorithm; information theory; packet requests; random packet arrivals; side information; uncoded transmission; variable length frames; wireless broadcast networks; Encoding; Heuristic algorithms; Indexes; Relays; Unicast; Vectors; Wireless communication; Network coding; optimization; queuing analysis;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2013.2279876