Hierarchical map-based location service for VANETs in urban environments

A. Garg, Kavita Pandey, Buddha Singh
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引用次数: 13

Abstract

Vehicular Ad-hoc Network is gaining the attention of researchers because of the technological advancements for developing an Intelligent Transportation System (ITS). The dynamic nature of vehicles (nodes) leads to frequent path breaks and network fragmentation. Therefore, routing has become a critical issue in inter-vehicle communication. Location management in VANETs is considered as a critical issue in position based routing protocol. For this purpose we have proposed novel distributed map-based location service scheme that uses mobility pattern and density of the vehicles in the region. In the proposed location service mechanism, the geographical region is divided into segments and each segment is further fragmented into cells. For exchanging the routing information among vehicles across network, the location of destination node should be discovered within the cell. In case the destination is not discovered in the cell, the request for location search migrates to the segment. The information extracts from the digital map database helps to select location server in high traffic point regions in the entire area. The location service uses minimum speed aware policy to select location server at high traffic density waypoint and dynamic location updates are sent to location server based on threshold distance. In order to reduce the location discovery delay, adjacent level hierarchy is used for location query sent by the location servers. Simulation results obtained with different scenarios are used to demonstrate the performance of HLS, EMBL and HMLS in terms of location query answer and location update strategy. Simulation results show that HMLS achieve outperforms others in urban environments.
城市环境中VANETs的分层地图定位服务
随着智能交通系统(ITS)技术的发展,车载自组织网络日益受到研究人员的关注。车辆(节点)的动态特性导致频繁的路径中断和网络碎片化。因此,路由问题已成为车辆间通信的关键问题。在基于位置的路由协议中,位置管理被认为是一个关键问题。为此,我们提出了一种利用区域内车辆的移动模式和密度的分布式地图定位服务方案。在所提出的位置服务机制中,将地理区域划分为多个片段,每个片段再细分为多个单元。为了实现跨网络车辆间的路由信息交换,需要在单元内发现目标节点的位置。如果在单元中没有发现目的地,则位置搜索请求将迁移到段。从数字地图数据库中提取的信息有助于在整个区域的高流量点区域选择位置服务器。定位服务采用最小速度感知策略在高流量密度的航点选择位置服务器,并根据阈值距离向位置服务器发送动态位置更新。为了减少位置发现的延迟,对位置服务器发送的位置查询采用相邻层次结构。通过不同场景下的仿真结果,验证了HLS、EMBL和HMLS在位置查询应答和位置更新策略方面的性能。仿真结果表明,HMLS算法在城市环境下的性能优于其他算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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