Improved Particle Filter Algorithm Utilizing Sonar Information
This enhanced particle filter algorithm leverages sonar data and partial environmental information to achieve robot self-localization. The implementation includes optimized particle weighting functions and systematic resampling techniques to improve positioning accuracy.