Competitive Routing in Hybrid Communication Networks

TL;DR

This paper introduces distributed algorithms that leverage limited long-range links to create network abstractions enabling near-shortest path routing in wireless ad hoc networks with radio holes, improving routing efficiency.

Contribution

It presents novel distributed algorithms that compute network abstractions using long-range links, achieving efficient routing with minimal storage, especially when radio holes are well-behaved.

Findings

Algorithms run in O(log^2 n) time using long-range links.

Routing paths are c-competitive if radio holes' convex hulls do not intersect.

Storage depends on radio holes, not total node count.

Abstract

Routing is a challenging problem for wireless ad hoc networks, especially when the nodes are mobile and spread so widely that in most cases multiple hops are needed to route a message from one node to another. In fact, it is known that any online routing protocol has a poor performance in the worst case, in a sense that there is a distribution of nodes resulting in bad routing paths for that protocol, even if the nodes know their geographic positions and the geographic position of the destination of a message is known. The reason for that is that radio holes in the ad hoc network may require messages to take long detours in order to get to a destination, which are hard to find in an online fashion. In this paper, we assume that the wireless ad hoc network can make limited use of long-range links provided by a global communication infrastructure like a cellular infrastructure or a satellite in order to compute an abstraction of the wireless ad hoc network that allows the messages to be sent along near-shortest paths in the ad hoc network. We present distributed algorithms that compute an abstraction of the ad hoc network in $\mathcal{O}\left(\log ^2 n\right)$ time using long-range links, which results in $c$-competitive routing paths between any two nodes of the ad hoc network for some constant $c$ if the convex hulls of the radio holes do not intersect. We also show that the storage needed for the abstraction just depends on the number and size of the radio holes in the wireless ad hoc network and is independent on the total number of nodes, and this information just has to be known to a few nodes for the routing to work.