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引用次数: 3
摘要
智慧城市是这个世界的新需求。这种“智能”概念与自动化程度的提高有关,并导致在不同阶段减少人类的参与。智能交通系统(ITS)是智慧城市的重要组成部分。在这项工作中,我们提出了一种基于5G通信的智能停车场占用系统,车辆可以通过OBUs (On Board Units)和其他rsu (Road Side Units)相互通信。有了这个功能,车辆可以在即将离开时通知所有单元,而进入的车辆可以获得有关空闲空间的更新。我们预测了车位满时进入车辆的排队情况,并预测了停车单元的最优位置。这项工作的目标是优化整个停车场的使用,并减少分配停车场失败的机会。我们使用SUMO和omnet++模拟器对我们提出的模型进行了仿真,并根据停车场分配成功率和不同的QoS参数(如丢包和响应延迟)测量了性能。
A Smart Parking-lot Occupancy Model in 5G V2V and V2I Wireless Communication
Smart city is the new demand of this world. This ’smart’ concept is related to the increase in automation and leads to reduce the human involvements at different phase. Intelligent transport system (ITS) is an important part of smart city. In this work we have proposed a 5G communication based smart parking lot occupancy system where vehicles can communicate each other through OBUs (On Board Units) and other RSUs (Road Side Units). With this capability, a vehicle can inform all the units when it is about to leave and an incoming vehicle can get the update about free space. We have predicted a waiting queue for the incoming vehicles when parking lot is full and predicted a optimal position about the placement of RSUs. The target of this work is to optimize the use of the entire parking lot and also to reduce the chances of failure to allocate a parking lot. We have simulated our proposed model using SUMO and omnet + + simulators and measured performance in terms of success rate of allocation of parking lots and different QoS parameters like packet drop and delay in response.