Cognitive Positioning With Environment Classifying and Matching

The techniques of environment classifying and matching are investigated for a receiver to implement the environment adaptive positioning, called cognitive positioning. Both environment features and signal measurements are discretized to express an environment classification for environment matching. This allows the receiver to perform the optimal positioning solution based on the environment situated. Environment classifications are updated by a learning classifier system to enhance the receiver’s learning ability and adaptivity in facing an unknown environment.