{
  "$type": "site.standard.document",
  "description": "The present disclosure provides a method and an Internet of Things system for determining traffic time in a smart city. The method may include: obtaining traffic data information transmitted by the sensor network platform based on at least one object platform, wherein the traffic data information…",
  "path": "/patents/1354651",
  "publishedAt": "2023-11-16T00:00:00.000Z",
  "site": "at://did:plc:oql6ds5vnff4ugar6rruliwd/site.standard.publication/3mn3ohu7oxx5w",
  "tags": [
    "G01C21/3492",
    "CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD."
  ],
  "textContent": "The present disclosure provides a method and an Internet of Things system for determining traffic time in a smart city. The method may include: obtaining traffic data information transmitted by the sensor network platform based on at least one object platform, wherein the traffic data information includes itinerary information of a user, vehicle information of a preset route, and channel information of a preset channel; determining a passing time of the preset channel in the preset route from a current location to a target location through processing the traffic data information based on a time prediction model, wherein the time prediction model includes a first embedding layer, a traffic flow distribution layer, a second embedding layer, a queuing distribution layer, and a channel passing time output layer, and the time prediction model is a machine learning model.",
  "title": "METHODS AND INTERNET OF THINGS SYSTEMS FOR DETERMINING TRAFFIC TIME IN SMART CITIES"
}