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Mobile and Wi-Fi radios can also be used to detect motion by gauging varying signal strengths of nearby transmissions.By determining the approximate heading, velocity and acceleration of a device, software developed by Dr Balakrishnan's group can predict and assign the optimum data rate to communicate with an attached network without all the fuss of negotiating slower or faster transmissions.
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The optimizer then tunes the model by maximizing the user-perceived quality and returns the set of optimum user data rates to the APP layer.
In a wireless communication environment characterized by dynamic channels, high influence of interference, bandwidth shortage and strong demand for quality of service (QoS) support, the challenge for achieving optimum spectral efficiency and high data rate is unprecedented.
We see that for given ηOSNR and ηDSNR values, a pair of optimum clipping ratio γ † and optimum biasing ratio ς † exist that maximize the achievable data rate.
Given an idealized utility metric with an unbounded logarithmic relation between perceived quality and data rate, a concave problem is retained, so that the optimum resource allocation is derived in closed form.
In this paper, the optimum multiuser resource allocation supporting multiple applications is derived in closed form for the case of adaptive transmission with long-term CSIT, assuming a logarithmic relation between utility metric and data rate.
In order to have optimum monitoring cost as well as optimum data aggregation at the control center or a PDC optimum PMU placement is resorted.
Zhai [16] identify the optimum carrier sensing range for different data rates.
The optimum number of spreading sequences and also the data rates to be transmitted for the mean and minimum system value-based algorithms were calculated using the methods described in Sections 6.3 and 6.4, respectively.
In case dropped users are selected appropriately in the first step, the remaining served users will always achieve data rates so that the solution for the bounded problem is optimum.
For each pair of ηOSNR, ηDSNR, AWGN channel, or frequency-selective channel, we can calculate the optimum clipping ratio γ † and biasing ratio ς † according to Equation (84) and the corresponding achievable data rates.
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