Scalable Cognitive Routing Protocol for Mobile Ad-Hoc Networks

This paper introduces a novel scalable cognitive routing protocol (SCRP) for mobile ad-hoc networks. It is an on-demand cognitive routing protocol. It employs an intelligent flooding protocol, a novel approach for scalable flooding. A neural network machine learning method is adopted to make nodes a...

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Published in2010 IEEE Global Telecommunications Conference GLOBECOM 2010 pp. 1 - 6
Main Authors Suyang Ju, Evans, J B
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.12.2010
Subjects
Floods
Measurement
Peer to peer computing
Routing
Routing protocols
Throughput
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Abstract This paper introduces a novel scalable cognitive routing protocol (SCRP) for mobile ad-hoc networks. It is an on-demand cognitive routing protocol. It employs an intelligent flooding protocol, a novel approach for scalable flooding. A neural network machine learning method is adopted to make nodes aware of history. The intelligent flooding protocol saves routing overhead because nodes selectively flood RREQ packets along predicted strong links and over predicted good frequencies. The intelligent flooding protocol can be divided into two parts, the space flooding protocol and the spectrum flooding protocol. Simulation results show that SCRP scales well by network size, network dynamics and network spectrum.
AbstractList This paper introduces a novel scalable cognitive routing protocol (SCRP) for mobile ad-hoc networks. It is an on-demand cognitive routing protocol. It employs an intelligent flooding protocol, a novel approach for scalable flooding. A neural network machine learning method is adopted to make nodes aware of history. The intelligent flooding protocol saves routing overhead because nodes selectively flood RREQ packets along predicted strong links and over predicted good frequencies. The intelligent flooding protocol can be divided into two parts, the space flooding protocol and the spectrum flooding protocol. Simulation results show that SCRP scales well by network size, network dynamics and network spectrum.
Author Evans, J B
Suyang Ju
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  organization: Univ. of Kansas, Lawrence, KS, USA
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Snippet This paper introduces a novel scalable cognitive routing protocol (SCRP) for mobile ad-hoc networks. It is an on-demand cognitive routing protocol. It employs...
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SubjectTerms Floods
Measurement
Peer to peer computing
Routing
Routing protocols
Throughput
Title Scalable Cognitive Routing Protocol for Mobile Ad-Hoc Networks
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