The invention discloses a parking guiding and reverse vehicle searching system and method based on an LSTM network. The system comprises a management server used for collecting and processing data, calculating an optimal path and planning a parking and vehicle searching route; the identification card is used for acquiring and transmitting RSSI data and self identity data; the beacon sites are used for broadcasting signals to the outside within a fixed time interval; the vehicle information identification equipment is used for identifying equipment identification card identity data and vehicle information; the information management system is used for controlling and managing data of the whole system; and the terminal system is used for a user to check the vehicle information, the parking space information and the parking and vehicle searching route. Through training the LSTM network, rapid and accurate positioning of a target vehicle is realized, parking guidance and a reverse vehicle searching route can be rapidly and efficiently planned, and the position of the target vehicle can be determined in a complex parking lot by inputting any license plate number and scanning a positioning two-dimensional code during reverse vehicle searching. And automatically planning the shortest path from the current position to the target parking space.
本申请公开了一种基于LSTM网络的泊车引导和反向寻车系统及方法,包括管理服务器用于采集和处理数据,计算最优路径,规划泊车和寻车线路;标识卡用于获取和传递RSSI数据和自身身份数据;信标位点用于在固定时间间隔内对外广播信号;车辆信息识别设备用于识别设备标识卡身份数据以及车辆信息;信息管理系统用于对整个系统的数据进行控制与管理;终端系统用于用户查看车辆信息、车位信息和泊车寻车线路。通过训练LSTM网络,实现对目标车辆的快速精确地定位,可快速高效的规划泊车引导和反向寻车路线,实现在反向寻车时可以通过输入任意车牌号和扫描定位二维码的形式在复杂停车场内确定目标车辆位置,自动规划从当前位置到目标车位的最短路径。
Parking guidance and reverse vehicle searching system and method based on LSTM network
基于LSTM网络的泊车引导和反向寻车的系统及方法
2023-11-28
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G16Y |
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