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Robot localization is essentially an ekf or ukf (Extended or unscented Kalman Filter). And kalman filter benefits greatly from (good) covariance values. Having no covariance might start giving you averaging which is probably not desired. I would suggest to try some random values and see what works best for you since a lot of times when covariances are not available they are done by intelligent guess work.