Adaptive and intelligent energy efficient routing for transparent heterogeneous ad-hoc network by fusion of game theory and linear programming

被引:21
作者
Das, Santosh Kumar [1 ]
Tripathi, Sachin [1 ]
机构
[1] Indian Inst Technol ISM, Dept Comp Sci & Engn, Dhanbad 826004, Bihar, India
关键词
Transparent heterogeneous ad-hoc network; Linear programming; Game theory; Fuzzy goal; Aspiration level; PROTOCOL; SENSOR; MODEL;
D O I
10.1007/s10489-017-1061-6
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the modern era, the use of transparent Heterogeneous Ad-Hoc NETwork (HANET) has increased due to the numerous two-tier applications. It provides cross platform services. In this network, the concept of energy efficient routing is a vital issue due to the limited energy capacity of batteries. In response to this, the proposed work introduces an adaptive and intelligent energy efficient routing technique based on the fusion of game theory and linear programming methods. The combination of these two help to analyze multi-person decision making in the network, where each decision maker tries to maximize its own utility. The proposed model is simulated using the LINGO optimization software. The performance of the proposed model is validated with the existing approaches in several passes to justify its effectiveness in term of performance metrics.
引用
收藏
页码:1825 / 1845
页数:21
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