Abstract:
Timely exchange of information over multi-hop wireless networks is gaining increasing relevance with growing interests in applications such as internet of things (IoT) an...Show MoreMetadata
Abstract:
Timely exchange of information over multi-hop wireless networks is gaining increasing relevance with growing interests in applications such as internet of things (IoT) and autonomous vehicular networks. Age-of-information (AoI) is a recently proposed performance metric that measures information freshness at the destination node. AoI at a destination node is the time since last update was received. We study AoI for multi-hop networks with general interference constraints with R source-destination pairs, and derive simple stationary policies in which links are activated according to a stationary probability distribution. We first consider a line network with a single source-destination pair, and characterize AoI as a convex function of link activation rates. We then use this result to obtain the optimal policy, in the class of stationary policies, for multi-hop network, with several source-destination pairs. We prove an important separation principle, which says that the optimal scheduling policy for the multi-hop problem can be obtained by solving an equivalent problem in which all source-destination pairs are single-hop away.
Published in: 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
Date of Conference: 03-06 October 2017
Date Added to IEEE Xplore: 18 January 2018
ISBN Information:
Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology (MIT), Cambridge, MA
Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology (MIT), Cambridge, MA
Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology (MIT), Cambridge, MA
Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology (MIT), Cambridge, MA
Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology (MIT), Cambridge, MA
Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology (MIT), Cambridge, MA