AI-ENABLED SYSTEM FOR ADJUSTING OPERATION OF A VEHICLE AND COMMUNICATING EMOTIONAL STATE OF THE RIDER HAVING A FEEDBACK LOOP
A system may process a sensory input received from a wearable device in the vehicle to determine the state of the rider in the vehicle, may adjust an operating parameter of the vehicle to improve the state of the rider, and may indicate a change in the state of a rider in the vehicle via recognition of patterns of the wearable sensor data of the rider in the vehicle when compared with rider state patterns located in stored wearable sensor data. A feedback loop is included through which the indication of the change in the state of the rider is communicated between the vehicle control system and the artificial intelligence system, wherein the vehicle control system is further configured to adjust vehicle operating parameters in response to the indication of the change.
1 . A system for operating a vehicle based on a state of a rider, the system comprising:
an artificial intelligence system configured to:
process a sensory input received as wearable sensor data from a wearable device in the vehicle to determine the state of the rider in the vehicle, and
adjust an operating parameter of the vehicle to improve the state of the rider, wherein the artificial intelligence system is further configured to indicate a change in the state of the rider in the vehicle via recognition of patterns of the wearable sensor data of the rider in the vehicle indicative when compared with rider state patterns located in stored wearable sensor data;
a vehicle control system configured to control an operation of the vehicle by adjusting a plurality of vehicle operating parameters; and
a feedback loop through which the indication of the change in the state of the rider is communicated between the vehicle control system and the artificial intelligence system,
wherein the vehicle control system is further configured to adjust at least one of the plurality of vehicle operating parameters in response to the indication of the change.
2 . The system of claim 1 , wherein the artificial intelligence system is further configured to classify the state of the rider into one of a plurality of predefined categories.
3 . The system of claim 2 , wherein the plurality of predefined categories include at least one of: relaxed, stressed, alert, and fatigued.
4 . The system of claim 1 , wherein the artificial intelligence system is further configured to predict a future state of the rider based on historical data related to the state of the rider under similar conditions.
5 . The system of claim 4 , wherein the artificial intelligence system is further configured to adjust the operating parameter of the vehicle based on the predicted future state of the rider.
6 . The system of claim 1 , wherein the operating parameter of the vehicle includes at least one of: temperature, lighting, seat position, music volume, and driving speed.
7 . The system of claim 1 , wherein the wearable device includes sensors for monitoring physiological responses of the rider, including at least one of heart rate, skin conductivity, or respiratory rate.
8 . The system of claim 1 , wherein the vehicle control system is further configured to adjust the plurality of vehicle operating parameters in a sequence prioritized based on an urgency of the change in the state of the rider.
9 . The system of claim 1 , wherein the artificial intelligence system is further configured to learn and adapt its pattern recognition over time based on accumulated wearable sensor data and feedback received from the rider.
10 . The system of claim 1 , wherein the artificial intelligence system is further configured to adjust environmental parameters of the vehicle, including at least one of air quality or scent diffusion, based on the determined state of the rider.
11 . The system of claim 1 , wherein the artificial intelligence system is further configured to adjust the audio system of the vehicle to play content, wherein the content is conducive to improving the state of the rider, based on the determined state of the rider.
12 . The system of claim 1 , wherein the artificial intelligence system is further configured to control the navigation system of the vehicle to suggest route changes to improve the state of the rider, including avoiding traffic congestion in response to determining the rider is stressed.
13 . A system for operating a vehicle based on a state of a rider, the system comprising:
an artificial intelligence system configured to:
process a sensory input as wearable sensor data from a wearable device in the vehicle to determine the state of the rider in the vehicle, and
adjust an operating parameter of the vehicle to improve the state of the rider, wherein the artificial intelligence system is configured to execute a genetic algorithm to generate mutations from an initial operating state of the vehicle to determine at least one improved vehicle operating state, wherein the at least one improved vehicle operating state is designed to improve the state of the rider;
wherein the artificial intelligence system is configured to indicate a change in the state of the rider in the vehicle via recognition of patterns of the wearable sensor data of the rider in the vehicle indicative when compared with rider state patterns located in stored wearable sensor data;
a vehicle control system configured to control an operation of the vehicle by adjusting a plurality of vehicle operating parameters; and
a feedback loop through which the indication of the change in the state of the rider is communicated between the vehicle control system and the artificial intelligence system,
wherein the vehicle control system is further configured to adjust at least one of the plurality of vehicle operating parameters in response to the indication of the change to achieve the at least one improved vehicle operating state.
14 . The system of claim 13 , wherein the genetic algorithm is further configured to optimize a vehicle operating state based on a set of rider preferences inputted into the artificial intelligence system.
15 . The system of claim 13 , wherein the wearable device includes sensors for detecting biometric data of the rider, including at least one of blood pressure, body temperature, or stress levels.
16 . The system of claim 13 , wherein the feedback loop includes a haptic feedback mechanism in the wearable device configured to provide tactile notifications to the rider regarding changes in the vehicle operating state.
17 . The system of claim 13 , wherein the artificial intelligence system is further configured to adjust the operating parameter of the vehicle to maintain an optimum level of rider alertness during operation of the vehicle.
18 . The system of claim 13 , wherein the vehicle control system is further configured to adjust the ambient lighting of the vehicle and audio output to match the at least one improved vehicle operating state conducive to the state of the rider.
19 . The system of claim 13 , wherein the artificial intelligence system is further configured to provide recommendations to the rider for non-vehicle adjustments, the recommendations including at least one of a break or an activity based on the state of the rider.
20 . The system of claim 13 , wherein the artificial intelligence system is further configured to integrate with a personal calendar of the rider and to anticipate and prepare for changes in the state of the rider.