Title :
Capacity and delay tradeoffs for ad hoc mobile networks
Author :
Neely, Michael J. ; Modiano, Eytan
Author_Institution :
Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
fDate :
6/1/2005 12:00:00 AM
Abstract :
We consider the throughput/delay tradeoffs for scheduling data transmissions in a mobile ad hoc network. To reduce delays in the network, each user sends redundant packets along multiple paths to the destination. Assuming the network has a cell partitioned structure and users move according to a simplified independent and identically distributed (i.i.d.) mobility model, we compute the exact network capacity and the exact end-to-end queueing delay when no redundancy is used. The capacity-achieving algorithm is a modified version of the Grossglauser-Tse two-hop relay algorithm and provides O(N) delay (where N is the number of users). We then show that redundancy cannot increase capacity, but can significantly improve delay. The following necessary tradeoff is established: delay/rate≥O(N). Two protocols that use redundancy and operate near the boundary of this curve are developed, with delays of O(√N) and O(log(N)), respectively. Networks with non-i.i.d. mobility are also considered and shown through simulation to closely match the performance of i.i.d. systems in the O(√N) delay regime.
Keywords :
ad hoc networks; delays; mobile radio; protocols; queueing theory; scheduling; stochastic processes; capacity-achieving algorithm; cell partitioned structure; data transmission scheduling; delay; end-end queueing delay; independent-identically distributed mobility model; mobile ad hoc network; network capacity; protocol; stochastic system; wireless network; Computer networks; Data communication; Delay; Distributed computing; Mobile ad hoc networks; Partitioning algorithms; Processor scheduling; Protocols; Relays; Throughput; Fundamental limits; queueing analysis; stochastic systems; wireless networks;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2005.847717