AI-Powered Vehicle Rider Satisfaction Systems: A Patent Breakdown

Strategic Insights -

The patent 12353206, titled "Vehicle Rider Satisfaction Promoting Systems Based on Adjusting Operating Parameters of the Vehicle," has been granted to Strong Force Tp Portfolio 2022 LLC. This invention, filed on October 8, 2023, and published online on July 8, 2025, describes a system that uses artificial intelligence and machine learning to promote rider satisfaction in vehicles. The system monitors a rider's emotional state through data received from various sensors, predicts potential changes in the rider's emotional state, and adjusts the vehicle's operating parameters to mitigate any unfavorable changes.

Key Takeaways:

  • The patented system uses machine learning models, including neural networks, to determine a rider's emotional state and predict potential changes in that state.
  • The system includes a vehicle control system that adjusts the vehicle's operating parameters, such as entertainment settings, to mitigate unfavorable changes in the rider's emotional state.
  • The system can use data from various sensors, including wearable devices, to monitor a rider's physiological condition and determine their emotional state.
  • The system can predict an unfavorable change in the rider's emotional state and adjust the vehicle's operating parameters to mitigate that change.
  • The system can adjust entertainment settings in real-time to optimize the rider's experience.
  • The system can include various types of neural networks, such as recurrent neural networks and radial basis function neural networks, to optimize the rider's emotional state.

Specific details of the patent include:

  • The system uses a machine learning model to determine a measure of a rider's emotional state based on data received from a sensor associated with the rider.
  • The system predicts an unfavorable change in the rider's emotional state based on a pattern in the data.
  • The system determines a target value of a user experience parameter of the vehicle based on a correlation between a mitigation of the predicted unfavorable change in the rider's emotional state and the target value of the user experience parameter.
  • The system adjusts the entertainment settings in the vehicle based on the target value of the user experience parameter.

Statistics:

  • The patent was filed on October 8, 2023, and published online on July 8, 2025.
  • The invention is related to the field of artificial intelligence, machine learning, and information technology.
  • The patent includes 20 claims and 4 independent claims.
  • The system uses a combination of neural networks to predict and mitigate unfavorable changes in a rider's emotional state.

Sources:

  • U.S. Patent Number 12353206, filed October 8, 2023, and published online on July 8, 2025.
  • Patent URL (for desktop use only): https://ppubs.uspto.gov/pubwebapp/external.html?q=(12353206)&db=USPAT&type=ids