Muhammad Shahzad Alam Khan

Resilient localization for mobile robots using multi-sensor fusion and a hybrid learning-filtering framework

These results support the evaluated fusion designs under the reported simulation conditions, but they do not establish statistical generalization or universal real-world resilience; independent ground truth, repeated trials, GPS ablation, and physical validation remain necessary.