Exact(1)
One step-ahead prediction commonly seeks the estimated state value at the next prediction slot (a =hat {x}).
Similar(59)
Table 4 presents MAC protocols which are analyzing the predefined and prediction based slot allocation to BMSs.
The TDMA based MAC protocols are divided into predefined and predefined with prediction based slot allocation to a patient's data.
Table 4 Analysis of predefined and prediction based slot allocation MAC protocol Data reliability Energy consumption Remarks EF-MAC [43] Low High Higher delay and lower data reliability have been noticed during contention of multiple nodes to access channel.
T ∖ t c denotes the time slots in the prediction window, T m the slots in the memory window.
The training of the MLP-based CSIT predictor for idle time slot(s) prediction is illustrated in Figure 9.
It is seen that CUpredict with idle time slot(s) prediction results in a reduced channel switching rate as compared to the CUsense with random slot(s) selection.
Figure 12 depicts that idle time slot(s) prediction is more beneficial when we are talking in terms of the SeU channel switching rate.
In contrast to the traditional scheme always performing sensing in each slot, the prediction scheme may skip the slot or directly transmit without sensing, so as to avoid sensing as much as possible.
If prediction algorithm predicts that the backlogged flow has channel error, WPS tries to swap the slot with the other slot of flow with clean channel within the same frame.
The output layer consists of just two neurons, one for slot(s) state prediction and the other for the idle time slot(s) prediction.
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