Cognitive Multipath Multi-Channel Routing Protocol for Mobile Ad-Hoc Networks
GLOBECOM（2010）
摘要
This paper introduces a novel cognitive multipath multi-channel routing protocol (CMMRP) for mobile ad-hoc networks. It is designed for a multi-channel environment where nodes can simultaneously use multiple interfaces to transmit packets over different frequencies. It employs cognitive functions to make nodes intelligently select multiple node-disjoint, edge-disjoint and frequency- disjoint paths. Neural network machine learning is adopted to make nodes aware of history. CMMRP employs a modified path discovery protocol which can be divided into two parts, a space discovery and spectrum discovery. Simulation results show that CMMRP significantly improves network reliability and performance.
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关键词
neural network,routing protocol,learning (artificial intelligence),network reliability,cognitive radio,telecommunication network reliability,node-disjoint paths,multipath channels,wireless channels,cognitive multipath multi-channel,routing protocols,edge-disjoint paths,mobile ad hoc networks,machine learning,frequency-disjoint paths,neural nets,throughput,mobile ad hoc network,cognitive function,spectrum,materials requirements planning,measurement,routing,learning artificial intelligence
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