Abstract: Methods and apparatus to autonomously navigate a vehicle by selecting sensors from which to obtain measurements for navigation are disclosed. An example method to navigate a vehicle includes determining environmental data associated with an area in which the vehicle is to navigate; based on the environmental data, automatically ranking a plurality of sensors that are available to the vehicle by respective costs of using the sensors to generate a navigation solution; automatically determining a subset of the sensors from which to obtain measurements based on the ranking and based on comparisons of a) first importance values of the sensors for navigating the vehicle with b) second importance values of the sensors for performing a non-navigation task; obtaining measurements from the subset of the sensors; calculating a navigation command to navigate the vehicle; and executing a first navigation action to implement the navigation command.

Abstract: Methods and apparatus to autonomously navigate a vehicle by selecting sensors from which to obtain measurements for navigation are disclosed. An example method to navigate a vehicle includes determining environmental data associated with an area in which the vehicle is to navigate; based on the environmental data, automatically ranking a plurality of sensors that are available to the vehicle by respective costs of using the sensors to generate a navigation solution; automatically determining a subset of the sensors from which to obtain measurements based on the ranking and based on comparisons of a) first importance values of the sensors for navigating the vehicle with b) second importance values of the sensors for performing a non-navigation task; obtaining measurements from the subset of the sensors; calculating a navigation command to navigate the vehicle; and executing a first navigation action to implement the navigation command.