Title :
A Distributed CSMA Algorithm for Throughput and Utility Maximization in Wireless Networks
Author :
Jiang, Libin ; Walrand, Jean
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of California at Berkeley, Berkeley, CA, USA
fDate :
6/1/2010 12:00:00 AM
Abstract :
In multihop wireless networks, designing distributed scheduling algorithms to achieve the maximal throughput is a challenging problem because of the complex interference constraints among different links. Traditional maximal-weight scheduling (MWS), although throughput-optimal, is difficult to implement in distributed networks. On the other hand, a distributed greedy protocol similar to IEEE 802.11 does not guarantee the maximal throughput. In this paper, we introduce an adaptive carrier sense multiple access (CSMA) scheduling algorithm that can achieve the maximal throughput distributively. Some of the major advantages of the algorithm are that it applies to a very general interference model and that it is simple, distributed, and asynchronous. Furthermore, the algorithm is combined with congestion control to achieve the optimal utility and fairness of competing flows. Simulations verify the effectiveness of the algorithm. Also, the adaptive CSMA scheduling is a modular MAC-layer algorithm that can be combined with various protocols in the transport layer and network layer. Finally, the paper explores some implementation issues in the setting of 802.11 networks.
Keywords :
carrier sense multiple access; radio networks; radiofrequency interference; scheduling; telecommunication congestion control; 802.11 network; MAC-layer algorithm; adaptive carrier sense multiple access; complex interference constraint; congestion control; distributed CSMA algorithm; distributed network; distributed scheduling; fairness; maximal throughput; maximal-weight scheduling; multihop wireless network; network layer; optimal utility; transport layer; utility maximization; Cross-layer optimization; carrier sense multiple access (CSMA); joint scheduling and congestion control; maximal throughput;
Journal_Title :
Networking, IEEE/ACM Transactions on
DOI :
10.1109/TNET.2009.2035046