Title :
Joint Scheduling and Network Coding for Multicast in Delay-Constrained Wireless Networks
Author :
Rajawat, Ketan ; Giannakis, Georgios B.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Minnesota, Minneapolis, MN, USA
Abstract :
This paper deals with network-coded multicast for real-time and streaming-media applications where packets have explicit expiration deadlines. Most of the popular network coding approaches require asymptotically large block-lengths, thereby incurring long decoding delays. The present paper introduces a joint scheduling and network coding design that aims to maximize the average throughput while respecting the packet deadlines. The novel approach relies on a time-unwrapped graph expansion in order to construct the network codes. The resultant algorithm draws from the well-known augmenting-path algorithm, and is both distributed as well as scalable. For networks with primary interference, a lower-bound on the worst-case performance of the algorithm is provided. The associated optimization problem is also analyzed from an integer programming perspective, and a set of valid inequalities is derived to obtain an upper bound.
Keywords :
delays; distributed algorithms; graph theory; integer programming; multicast communication; network coding; radio networks; radiofrequency interference; scheduling; associated optimization problem; augmenting-path algorithm; block-lengths; delay-constrained wireless networks; distributed algorithm; integer programming; joint scheduling design; long decoding delays; lower-bound; media streaming; network-coded multicast; primary interference; time-unwrapped graph expansion; upper bound; Algorithm design and analysis; Cross layer design; Delay; Network coding; Signal processing algorithms; Wireless networks; Cross-layer designs; delay-sensitive networks; network coding;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2011.2165061