… Yang, “A spectrum prediction-based frequency band pre-… prediction function and ε is called
limit value. The function ϕ(x) … future-data window by aggregating the binary values within a …

… scarcity and capacity constraints of the standard radio … Spectrum-prediction-based sensing
schemes reduce the … Clustering and data aggregation are decisive in IoT-based wireless …

… like carrier aggregation, cognitive beamforming, cognitive … We use prediction-based sensing
for local as well as global … the frame because of energy constraints. The prediction-sensing …

… services with stringent QoS constraints require resources to … network equipment to achieve
energy efficiency and network … simulator in [42], aggregating it into data points separated by …

… [37] surveyed the impact of the IoT on the healthcare industry addressing both hardware
and … in mobile and wireless networks, highlighting the limitations of traditional cybersecurity …

… dynamicrange of ADC sets a limitation on the amount of SIS. … practical hardware impairments
in FD-FR2 networks and next… the FC for result aggregation and spectral decision making. …

… spectral environment, cost increases, and access constraints … Software Defined Radios
(SDRs) and Cognitive Radios, to … upon without having the supporting hardware and software to …

… to address the limitations of spectrum sharing for CNs [2], [3]. … highly dynamic networks,
a future cognitive wireless network … (eg, time series prediction based on deep learning, CN …

… applications and constructing cognitive radio networks [6] … and disadvantages of the three
traditional spectrum-sensing … They addressed the dynamic spectrum sensing and aggregation …

… Contribution: To address the limitations of sensing-only based … of a single learning network
that aggregates all dynamics and … Realization of the entire prediction-based ST-SNN system …