학술논문

Capacity of Large-Scale CSMA Wireless Networks
Document Type
Periodical
Source
IEEE/ACM Transactions on Networking IEEE/ACM Trans. Networking Networking, IEEE/ACM Transactions on. 19(3):893-906 Jun, 2011
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Interference
Transmitters
Protocols
Time division multiple access
Throughput
Aggregates
Achievable throughput
carrier-sensing multiple access (CSMA)
wireless network capacity
Language
ISSN
1063-6692
1558-2566
Abstract
In the literature, asymptotic studies of multihop wireless network capacity often consider only centralized and deterministic time-division multiple-access (TDMA) coordination schemes. There have been fewer studies of the asymptotic capacity of large-scale wireless networks based on carrier-sensing multiple access (CSMA), which schedules transmissions in a distributed and random manner. With the rapid and widespread adoption of CSMA technology, a critical question is whether CSMA networks can be as scalable as TDMA networks. To answer this question and explore the capacity of CSMA networks, we first formulate the models of CSMA protocols to take into account the unique CSMA characteristics not captured by existing interference models in the literature. These CSMA models determine the feasible states, and consequently the capacity of CSMA networks. We then study the throughput efficiency of CSMA scheduling as compared to TDMA. Finally, we tune the CSMA parameters so as to maximize the throughput to the optimal order. As a result, we show that CSMA can achieve throughput as $\Omega({1\over \sqrt{n}})$ , the same order as optimal centralized TDMA, on uniform random networks. Our CSMA scheme makes use of an efficient backbone–peripheral routing scheme and a careful design of dual carrier-sensing and dual channel scheme. We also address implementation issues of our CSMA scheme.