IoV vertical handoff research based on Bayesian decision

Vehicles need vertical handoffs in the heterogeneous wireless network environment of IoV, but current vertical switching technologies generally cannot support vertical handoff among WAVE, WiMAX and 3G cellular. In order to overcome this problem, a vertical handoff method with yesian decision was pro...

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Main Authors: Cun-qun FAN, Shang-guang WANG, Qi-bo SUN, Hua ZOU, Fang-chun YANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2013-07-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.07.004/
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author Cun-qun FAN
Shang-guang WANG
Qi-bo SUN
Hua ZOU
Fang-chun YANG
author_facet Cun-qun FAN
Shang-guang WANG
Qi-bo SUN
Hua ZOU
Fang-chun YANG
author_sort Cun-qun FAN
collection DOAJ
description Vehicles need vertical handoffs in the heterogeneous wireless network environment of IoV, but current vertical switching technologies generally cannot support vertical handoff among WAVE, WiMAX and 3G cellular. In order to overcome this problem, a vertical handoff method with yesian decision was proposed. Firstly, according to the signal strength, transmission rate, bit error rate, blocking probability, vehicle speed and movement trend, the handoff probability distribution of Multi-condition was established and the handoff prior probability was calculated. Secondly, Bayesian de-cision method was used to obtain the handoff posterior probability and to classify decisions, which made vehicles access the best network. Simulation results show that the proposed method can not only achieve the vertical handoff among WAVE, WiMAX and 3G cellular, but also avoid the ping-pong effect and ensure the network update rate.
format Article
id doaj-art-6391b7e336e94006bef37b75b26b98c8
institution Kabale University
issn 1000-436X
language zho
publishDate 2013-07-01
publisher Editorial Department of Journal on Communications
record_format Article
series Tongxin xuebao
spelling doaj-art-6391b7e336e94006bef37b75b26b98c82025-01-14T06:40:47ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2013-07-0134344159673327IoV vertical handoff research based on Bayesian decisionCun-qun FANShang-guang WANGQi-bo SUNHua ZOUFang-chun YANGVehicles need vertical handoffs in the heterogeneous wireless network environment of IoV, but current vertical switching technologies generally cannot support vertical handoff among WAVE, WiMAX and 3G cellular. In order to overcome this problem, a vertical handoff method with yesian decision was proposed. Firstly, according to the signal strength, transmission rate, bit error rate, blocking probability, vehicle speed and movement trend, the handoff probability distribution of Multi-condition was established and the handoff prior probability was calculated. Secondly, Bayesian de-cision method was used to obtain the handoff posterior probability and to classify decisions, which made vehicles access the best network. Simulation results show that the proposed method can not only achieve the vertical handoff among WAVE, WiMAX and 3G cellular, but also avoid the ping-pong effect and ensure the network update rate.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.07.004/Internet of vehiclesheterogeneous wireless networksBayesian decisionvertical handoff
spellingShingle Cun-qun FAN
Shang-guang WANG
Qi-bo SUN
Hua ZOU
Fang-chun YANG
IoV vertical handoff research based on Bayesian decision
Tongxin xuebao
Internet of vehicles
heterogeneous wireless networks
Bayesian decision
vertical handoff
title IoV vertical handoff research based on Bayesian decision
title_full IoV vertical handoff research based on Bayesian decision
title_fullStr IoV vertical handoff research based on Bayesian decision
title_full_unstemmed IoV vertical handoff research based on Bayesian decision
title_short IoV vertical handoff research based on Bayesian decision
title_sort iov vertical handoff research based on bayesian decision
topic Internet of vehicles
heterogeneous wireless networks
Bayesian decision
vertical handoff
url http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.07.004/
work_keys_str_mv AT cunqunfan iovverticalhandoffresearchbasedonbayesiandecision
AT shangguangwang iovverticalhandoffresearchbasedonbayesiandecision
AT qibosun iovverticalhandoffresearchbasedonbayesiandecision
AT huazou iovverticalhandoffresearchbasedonbayesiandecision
AT fangchunyang iovverticalhandoffresearchbasedonbayesiandecision