We evaluated the number of true/false positives predictions in the testing set and calculated Receiving Operator Characteristic (ROC) [18], which gives the quantitative measure of how good the discrimination is in identifying the protein localization.
From the received signal power obtained through the models, the channel modeling module calculates received signal to interference plus noise ratio (SINR) for each wireless link.
The multi-data buffer receives the preprocessed data to initialize the queue of the stored data, calculates the received data according to the timestamp attribute, and sends the data to the corresponding queue for temporary story.
The locally calculated and received information contribution metrics are then fused together to achieve the estimated global state of the object at time k.
The FUE searches for the precoder from the 2 L codewords in the codebook that maximizes the signal power; for example, the precoder is determined by calculating the received SINR with each codeword applied at the FBS, that is, Q PMI = arg max Q c ∈ W ∥ H F, f Q c ∥ 2, (6).
Here, the MUE searches for the precoder at the FBS that causes the smallest interference; for example, the precoder is determined by calculating the received SINR with each codeword applied at the FBS, that is, Q LI = arg min Q c ∈ W ∥ H F, m Q c ∥ 2, (7).
We aim at calculating the received power as a function of all intrinsic and extrinsic parameters of the imaging system, comprising light source, medium and receiver.
Note that standard deviations and maximum values depend on the time frame over which we calculated the received CAM rate r rcvd CAM ; it was 1 s in our study.
For example, radio propagation is not simulated by simulating the EM radiation through the air and obstacles from one antenna to the next, but by using a formula to calculate the received signal strength at the receiving radios.
The baseband samples are then used to calculate the received signal strength indicator (RSSI), which is reported to the MAC processor for evaluating the clear channel assessment (CCA).
