In this article, we will use the RCM to model smoothly time-variant channels.
(4) Generate smoothly time-variant modelled channels by invoking the RCM.
In this paper, we deal with the problem of tracking smoothly time-varying parameters of linear regression channel models occurring in mobile radio communications.
The complexity in the task was defined by the goals of comfort (braking and accelerating smoothly), time-accuracy (maintaining the stopping pattern), and regulating speeds effectively.
Regarding the ability to describe time-variant channels, the RCM is capable to model random-access channels, and, in addition, to cover continuous transmission in a time-variant environment as well by creating smoothly time-variant channel realisations.
For validation we generated smoothly-time varying channels using the RCM and used the three validation metrics described in the previous paragraphs.
Recall that we assume that the time-evolving network varies smoothly across time.
Our key assumption is that the time-evolving networks underlying biology processes vary smoothly across time, therefore temporally adjacent networks are likely to share more common edges than temporally distal networks.
However, the tracking method would still be applicable when the positions of the cells change smoothly over time, since the graphical structure of the MRF is reconstructed sequentially at each time frame.
Second is the book's vulgarity, as in the infamous opening lines about the unconscious (the Id): "It is at work everywhere, functioning smoothly at times, at other times in fits and starts.
-|Second the flow model is chosen such that it varies smoothly in time, namely: (23) where λ3 is the associated damping parameter and denotes the flow time derivative.
