As the size of the database increases, the traditional data adaptation techniques become insufficient for exploring large amounts of data and finding the desired content.
Because of the smoothness of the function used (infinitely differentiable in ), the data adaptation is performed with little variability so that the signal characteristics are better preserved.
The SigShrink and SigStretch methods are simple and flexible in the sense that the parameters of these classes of functions allow for a fine tuning of the data adaptation.
In particular, we propose an Energy-Cost-Distortion solution, which exploits the benefits of in-network processing and medical data adaptation to optimize the transmission energy consumption and the cost of using network services.
The addition of adaptation did not change the qualitative behavior of the network, and also produced a more realistic simulation of the real data; adaptation pulls units out of a fixed level of delay activity, producing greater variability in their responses at the end of the stimulus presentation and during the delay period (compare Fig. 7 e and Fig. 3 c ).
Since the focus of this article is on the role of adaptive power operations alone, we have not included the potential enhancement achievable with data rate adaptations.
We do not consider data dependent adaptations.
Also in this reference, some other techniques used for energy-efficient packet transmission are also mentioned: packet size adaptation, FEC/ARQ (forward error correction/automatic repeat request) schemes, adaptive modulation and data rate adaptation and collision avoidance.
One of the mitigation techniques is data rate adaptation and the other one is quality adaptation while packets are being transmitted over the sensor nodes.
In WLAN, the main applications of ANNs can be classified as follows: data rate adaptation [16], quality of service (QoS) provisioning [17], frame size adaptation [18], channel allocation [19], channel estimation [20], and indoor localization [21].
– Real-time Data Collaboration Adaptation for Multi-Device Video Conferencing.
