Figure 1 shows a filter bank based schematic baseband equivalent of transmultiplexer system, based on the LPTV theory parallel complex data streams are passed to subcarrier transmission filters.
Modern big data systems collect inherently complex data streams due to the volume, velocity, value, variety, variability, and veracity in the acquired data and consequently give rise to the 6Vs of big data.
Although applying SS-MC with multiple sources of data does not lead to better performance, the proposed method is better in handling such complex data streams, offering the lowest reconstruction error among all methods considered.
In the intelligent transportation system domain, such systems are necessary to support decision making in large and complex data streams that originate from multiple sources, such as traffic cameras, vehicles, and traffic management centers.
Phenotype measurements frequently take the form of time series, but we currently lack a systematic method for relating these complex data streams to scientifically meaningful outcomes, such as relating the movement dynamics of organisms to their genotype or measurements of brain dynamics of a patient to their disease diagnosis.
We're hearing that Apple was particularly interested in "FiloDB", an opensource project that Tuplejump was building to efficiently apply machine learning concepts and analytics to massive amounts of complex data right as it streamed in.
By contrast, the vision tasks in the symbol process level are characterized by a small data stream with complex operations.
Since this last decade, different groups have integrated new mathematical tools to characterize and/or model the activity of the BG neurons including nonlinear analyses which describe complex patterns in the neuronal data stream.
We denote by the main stream of complex data for user pair.
Now, if we consider a system with 2 antennas with indexes 0 and 1, respectively, and if we apply Alamouti coding scheme to every user data, denoting by the main stream of complex data for user, we have (34).
