Networking algorithm based on self-organizing map neural network for VANET
An approach was proposed to apply a self-organizing map neural network to organize vehicular ad hoc net-works,which were used for car driving-aid systems and automatic driverless systems in intelligent transportation area.Based on the location and driving direction information of the periodic messag...
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Format: | Article |
Language: | zho |
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Editorial Department of Journal on Communications
2011-01-01
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Series: | Tongxin xuebao |
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Online Access: | http://www.joconline.com.cn/zh/article/74417672/ |
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author | WU Yi1 YANG Qiong1 WU Qing-xiang2 SHEN Lian-feng1 LIN Xiao2 |
author_facet | WU Yi1 YANG Qiong1 WU Qing-xiang2 SHEN Lian-feng1 LIN Xiao2 |
author_sort | WU Yi1 |
collection | DOAJ |
description | An approach was proposed to apply a self-organizing map neural network to organize vehicular ad hoc net-works,which were used for car driving-aid systems and automatic driverless systems in intelligent transportation area.Based on the location and driving direction information of the periodic message of each vehicle,the vehicles were organ-ized into vehicular ad hoc networks according to the similarity of destination and driving direction.The organized vehi-cles only communicate mainly with the vehicles in the same vehicular ad hoc network and deal with messages from the same network.Theoretic analysis and simulation results show that the system transmission delay of this proposed algo-rithm is lower than one of the previous method,and the system throughput is remarkably improved. |
format | Article |
id | doaj-art-2f0eb22dfa3e419da382ceff8ef268e7 |
institution | Kabale University |
issn | 1000-436X |
language | zho |
publishDate | 2011-01-01 |
publisher | Editorial Department of Journal on Communications |
record_format | Article |
series | Tongxin xuebao |
spelling | doaj-art-2f0eb22dfa3e419da382ceff8ef268e72025-01-14T08:15:16ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2011-01-013213614574417672Networking algorithm based on self-organizing map neural network for VANETWU Yi1YANG Qiong1WU Qing-xiang2SHEN Lian-feng1LIN Xiao2An approach was proposed to apply a self-organizing map neural network to organize vehicular ad hoc net-works,which were used for car driving-aid systems and automatic driverless systems in intelligent transportation area.Based on the location and driving direction information of the periodic message of each vehicle,the vehicles were organ-ized into vehicular ad hoc networks according to the similarity of destination and driving direction.The organized vehi-cles only communicate mainly with the vehicles in the same vehicular ad hoc network and deal with messages from the same network.Theoretic analysis and simulation results show that the system transmission delay of this proposed algo-rithm is lower than one of the previous method,and the system throughput is remarkably improved.http://www.joconline.com.cn/zh/article/74417672/vehicular Ad Hoc networkself-organizing mapneural networksnetworking |
spellingShingle | WU Yi1 YANG Qiong1 WU Qing-xiang2 SHEN Lian-feng1 LIN Xiao2 Networking algorithm based on self-organizing map neural network for VANET Tongxin xuebao vehicular Ad Hoc network self-organizing map neural networks networking |
title | Networking algorithm based on self-organizing map neural network for VANET |
title_full | Networking algorithm based on self-organizing map neural network for VANET |
title_fullStr | Networking algorithm based on self-organizing map neural network for VANET |
title_full_unstemmed | Networking algorithm based on self-organizing map neural network for VANET |
title_short | Networking algorithm based on self-organizing map neural network for VANET |
title_sort | networking algorithm based on self organizing map neural network for vanet |
topic | vehicular Ad Hoc network self-organizing map neural networks networking |
url | http://www.joconline.com.cn/zh/article/74417672/ |
work_keys_str_mv | AT wuyi1 networkingalgorithmbasedonselforganizingmapneuralnetworkforvanet AT yangqiong1 networkingalgorithmbasedonselforganizingmapneuralnetworkforvanet AT wuqingxiang2 networkingalgorithmbasedonselforganizingmapneuralnetworkforvanet AT shenlianfeng1 networkingalgorithmbasedonselforganizingmapneuralnetworkforvanet AT linxiao2 networkingalgorithmbasedonselforganizingmapneuralnetworkforvanet |