Infeasible and suboptimal edges are discarded first by preprocessing techniques to reduce the processing complexity of the algorithm.
WZ video coding departs from the WZ theorem[3] on source coding with Side Information (SI) available only at the decoder, which is known to be a technique used to reduce the processing complexity of the encoder, leading to a low-cost implementation, while the majority of the computations are taken over by the decoder.
First, use of the same organic solvent in two-phasic bioreductions and in downstream processing reduces process complexity and number of steps, second, hexane is nontoxic and product loss in the cell debris is reduced as compared to extraction with CH2Cl2.
The next steps towards improving the system can be made in several directions: since the echo cancelation schemes involve(s) several adaptive filters and control units, methods to reduce complexity by reducing processing bands, finding a correlation between the loudspeaker and the different microphone arrays can be explored.
Moreover, using the already deployed technologies such as cellular technologies allow us to reduce the signal processing complexity for a real time localization.
We used block partitioning (segmentation) in XHSD to reduce complexity when processing long xor-genotype sequences.
To reduce computational complexity of signal processing and improve performance of data detection, receiver structures that are matched to the physical channel characteristics are investigated.
Data-processing steps serve to reduce data complexity and include numerous elements, for example feature extraction, spectrum deconvolution (i.e., grouping of ions which originate from the same metabolite), retention time (Rt) alignment of chromatographic peaks across different runs, and internal standardization for quantification.
Furthermore, the partial decoding at relays is allowed and a progressive processing procedure is proposed to reduce the complexity and adapt to the source-relay channel variations.
Also, at relay nodes, a progressive processing procedure is proposed to reduce the complexity and adapt to the source-relay channel variations.
Reordering the channel matrix columns is a simple and efficient pre-processing to reduce the SD complexity while maintaining reliability of the system performance.
