Title :
FUZPAG: A fuzzy-controlled packet aggregation scheme for wireless mesh networks
Author :
Dely, Peter ; Kassler, Andreas ; Bayer, Nico ; Einsiedler, Hans-Joachim ; Sivchenko, Dmitry
Author_Institution :
Comput. Sci. Dept., Karlstad Univ., Karlstad, Sweden
Abstract :
Wireless mesh networks (WMNs) are wireless multi-hop backhaul networks in which mesh routers relay traffic on behalf of clients or other routers. Due to large MAC layer overhead, applications such as Voice over IP, which send many small packets, show poor performance in WMNs. Packet aggregation increases the capacity of IEEE 802.11-based WMNs by aggregating small packets into larger ones and thereby reducing overhead. In order to have enough packets to aggregate, packets need to be delayed and buffered. Current aggregation mechanisms use fixed buffer delays or do not take into account the delay characteristics of the saturated IEEE 802.11 MAC layer. In this work, we present FUZPAG, a novel packet aggregation architecture for IEEE 802.11-based wireless mesh networks. It uses fuzzy control to determine the optimum aggregation buffer delay under the current channel utilization. By cooperation among neighboring nodes FUZPAG distributes the buffer delay in a fair way. We implemented and evaluated the system in a wireless mesh testbed. For different network topologies we show that FUZPAG outperforms standard aggregation in terms of end-to-end latency under a wide range of traffic patterns.
Keywords :
Internet telephony; adaptive control; fuzzy control; wireless mesh networks; FUZPAG; IEEE 802.11; Voice over IP; WMN; fuzzy controlled packet aggregation; multihop backhaul networks; wireless mesh networks; Aggregates; Delay; Fuzzy control; IEEE 802.11 Standards; Throughput; Wireless communication; Wireless mesh networks; Aggregation; Fuzzy Logic; IEEE 802.11; Performance Evaluation; Wireless Mesh Network;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569346