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The LMS may suffer from divergence due to the insufficient spectral excitation, like a sinusoid signal without noise, which consequently may cause overflow for the weight vector during the updating process.
This updating strategy can make the observation model of a vehicle respond to appearance changes, but it easily leads to model drift when the vehicle is occluded by other vehicles or tracking errors, or the rapid deviations from the ground-truth of vehicle observation present during the updating process.
This will again be dealt with during the updating process.
We do not believe that we have missed any relevant records, but as this review is due to be updated, we will investigate this further during the updating process.
During the updating process, the leader ESBC acquires reference information from the critical bus and the control signals are spread out through the communication network according to the consensus algorithm.
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The updating process in Eqs.
Manual updating of KBS is impractical, so automation of the updating process is needed.
The results show that the uncertainty in many of the parameters is reduced during the smoother updating process, reflecting information obtained from the observations.
It is updated during the updating procedure.
In our case, due to the significant biological variations existing among blueberry samples, the classifier required frequent updates in practical applications, and the active learning algorithms could remarkably reduce label effort during the model updating processes.
Obviously, the optimal step size is determined by p(n +1) and the noise variance σ z 2. Unfortunately however, the optimal vector p o (n +1) depends on the unknown channel vector h and it is not available during adaptive updating process.
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