Paper Abstract and Keywords |
Presentation |
2013-07-19 14:30
A Fuzzy Inference Intelligent Routing Protocol for Vehicular Ad Hoc Networks Celimuge Wu, Satoshi Ohzahata, Toshihiko Kato (Univ. of Electro-Comm.) ASN2013-84 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
Vehicular ad hoc networks / routing protocols / fuzzy logic / Q-Learning / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 132, ASN2013-84, pp. 201-206, July 2013. |
Paper # |
ASN2013-84 |
Date of Issue |
2013-07-10 (ASN) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
ASN2013-84 |
Conference Information |
Committee |
ASN RCS NS SR |
Conference Date |
2013-07-17 - 2013-07-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hamamatsu Act City |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Wireless Distributed Networks, M2M (Machine-to-Machine), D2D (Device-to-Device), etc. |
Paper Information |
Registration To |
ASN |
Conference Code |
2013-07-ASN-RCS-NS-SR |
Language |
English |
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 |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Celimuge Wu |
1st Author's Affiliation |
University of Electro-Communications (Univ. of Electro-Comm.) |
2nd Author's Name |
Satoshi Ohzahata |
2nd Author's Affiliation |
University of Electro-Communications (Univ. of Electro-Comm.) |
3rd Author's Name |
Toshihiko Kato |
3rd Author's Affiliation |
University of Electro-Communications (Univ. of Electro-Comm.) |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2013-07-19 14:30:00 |
Presentation Time |
25 minutes |
Registration for |
ASN |
Paper # |
ASN2013-84 |
Volume (vol) |
vol.113 |
Number (no) |
no.132 |
Page |
pp.201-206 |
#Pages |
6 |
Date of Issue |
2013-07-10 (ASN) |
|