| Presentation | 2013-07-19 A Fuzzy Inference Intelligent Routing Protocol for Vehicular Ad Hoc Networks Celimuge WU, Satoshi OHZAHATA, Toshihiko KATO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Due to vehicle movement, limited wireless resources and lossy feature of wireless channels, providing a reliable multi-hop communication in VANETs is particularly challenging. We present a VANET routing protocol which learns the optimal route by employing a fuzzy constraint Q-Learning algorithm. The protocol uses fuzzy logic to evaluate a wireless link is whether good or not by considering multiple metrics of signal strength, available bandwidth and relative vehicle movement. Based on the evaluation of each wireless link, the protocol learns the best route using the route request messages and hello messages. The protocol can achieve high packet delivery ratio and low end-to-end delay. We show the effectiveness of the protocol by using computer simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Vehicular ad hoc networks / routing protocols / fuzzy logic / Q-Learning |
| Paper # | ASN2013-84 |
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| Conference Information | |
| Committee | ASN |
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| Conference Date | 2013/7/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Ambient intelligence and Sensor Networks(ASN) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Fuzzy Inference Intelligent Routing Protocol for Vehicular Ad Hoc Networks |
| Sub Title (in English) | |
| Keyword(1) | Vehicular ad hoc networks |
| Keyword(2) | routing protocols |
| Keyword(3) | fuzzy logic |
| Keyword(4) | Q-Learning |
| 1st Author's Name | Celimuge WU |
| 1st Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications() |
| 2nd Author's Name | Satoshi OHZAHATA |
| 2nd Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
| 3rd Author's Name | Toshihiko KATO |
| 3rd Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
| Date | 2013-07-19 |
| Paper # | ASN2013-84 |
| Volume (vol) | vol.113 |
| Number (no) | 132 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |