Capacity and delay tradeoffs for Ad hoc mobile networks

被引:365
|
作者
Neely, MJ [1 ]
Modiano, E
机构
[1] Univ So Calif, Dept Elect Engn, Los Angeles, CA 90089 USA
[2] MIT, Informat & Decis Syst Lab, Cambridge, MA 02139 USA
基金
美国国家科学基金会;
关键词
fundamental limits; queueing analysis; stochastic systems; wireless networks;
D O I
10.1109/TIT.2005.847717
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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(root 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(root N) delay regime.
引用
收藏
页码:1917 / 1937
页数:21
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