Title :
Throughput Region of Random-Access Networks of General Topology
Author :
Gupta, Piyush ; Stolyar, Alexander L.
Author_Institution :
Bell Labs., Alcatel-Lucent, Murray Hill, NJ, USA
fDate :
5/1/2012 12:00:00 AM
Abstract :
A random-access model is introduced and studied, which is a generalization of the classical slotted Aloha model. Unlike in the slotted Aloha, where two or more simultaneous transmissions on any subset of links collide and “erase” each other, a quite general interference structure is considered, where transmission on link i erases a simultaneous transmission on link j with some fixed probability φij. In particular, it is allowed that φij ≠ φji, which captures possible asymmetric interference in real-most notably wireless-communication networks. Results characterizing the maximum achievable link throughput region and its Pareto boundary are derived. In some cases, the Pareto boundary characterization is almost as simple and explicit as that derived in prior work for the classical slotted Aloha system.
Keywords :
Pareto analysis; access protocols; probability; radio links; radio networks; radiofrequency interference; random processes; telecommunication network topology; Pareto boundary characterization; asymmetric interference; fixed probability; general network topology; interference structure; link subset; maximum achievable link throughput region; random-access network throughput region; simultaneous transmission; slotted Aloha model generalization; wireless communication networks; Data models; Interference; Jacobian matrices; Optimization; Throughput; Vectors; Wireless communication; Collision channel; communication networks; interference; random access; slotted Aloha; throughput region; weighted proportional fairness; wireless;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2012.2184634