Fuzzy metric approach for route lifetime determination in wireless ad hoc networks
Essam Natsheh, Sabira Khatun, Adznan B. Jantan, Shamala K. Subramaniam · International Journal of Ad Hoc and Ubiquitous Computing · 2007
Abstract: Ad-hoc On-Demand Distance Vector (AODV) routing protocol has been and continues to be a very active and fruitful research protocol since its introduction in the wireless ad-hoc networks. AODV uses a static value for its route lifetime parameter called Active Route Timeout (ART) which indicates the time that the route can stay active in the routing table. Route lifetime may be more accurately determined dynamically via measurement, instead of static value. To accomplish this, the fuzzy logic system is used to obtain adaptive values for ART depending on the situation of the transmitter and intermediate nodes. To study the effect of various parameter on ART, three design methods for fuzzy ART are proposed here, namely: fuzzy-SKP, fuzzy-Power, and fuzzy-Comb. Analysis shows that the proposed design methods are quite efficient and superior to the conventional design method with respect to routing overhead, average end-to-end delay, and percentage of invalid routes. Hence, the proposed fuzzy system is able to optimize ART efficiently. Keywords: Ad-hoc networks, AODV, adaptive route timeout, fuzzy route lifetime, on-demand routing.