Multipath Route Optimization with Multiple QoS Constraints Based on Intuitionistic Fuzzy Set Theory

Abstract

In wireless networks, a change in network state is unpredictable because of the movement of network nodes, which is not conducive to the stability of the network and poses an especially serious challenge to network routing technology. To adapt to the flexibility of business, consider the impact of environmental changes on the bottom layer of a network, and improve the utilization of network resources, this paper proposes a multipath routing decision strategy restricted by multiple QoS attributes based on an intuitionistic fuzzy set of entropy weights. Cross-layer technology is applied to minimally meet the QoS needs based on multipath routing to discover and maintain multiple transmission paths. Moreover, intuitionistic fuzzy set theory is utilized to reflect the performance indexes of these multiple paths through fuzzy normalization to create a multiparameter multipath routing decision matrix. The weight of each parameter is objectively computed according to information entropy theory. The performance ranking of the multiple paths is determined with the TOPSIS method. As reflected by the results, the TOPSIS decision method based on an intuitionistic fuzzy set of entropy weights effectively solves the optimization problem for multiple paths in mobile ad hoc networks restricted by multiple parameters, and the resulting network is suitable for sensitive network applications involving multiple businesses in mobile environments. According to the simulation results, the proposed routing scheme reduces average network delay by 17% and routing overhead by 21% when compared to the current routing protocols.

A study on routing metrics to improve the quality of service in MANET environment

“…In [34], Ren et al offer a multipath routing choice approach grounded in an intuitive fuzzy set of entropy weights that takes into account constraints imposed by different QoS qualities. To at least partially satisfy QoS requirements, cross-layer technology is used in conjunction with multipath routing to find and keep numerous transmission channels alive.…”

Cross-layer multipath routing approach and link quality indicator for QoS provisioning in mobile WMSN

“…In this routing scheme author considered link and path stability as two important parameters that plays crucial role in nodes mobility. Ren et al [23] proposed multipath cross-layer routing optimization considering QoS constrains for mobile nodes based on intuitionistic fuzzy set theory. The main objective of this routing scheme is to adapt network changes caused due to mobility.…”

Fuzzy clustering and energy resourceful routing protocol (FCER2P) for smart dust

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