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"Schwarz Information Criterion Based Thompson Sampling for Dynamic Spec" by Ming He, Ming Jin et al.

The listen before talk (LBT) mechanism is often used in dynamic spectrum access (DSA) schemes, which requires secondary users (SUs) to perform spectrum sensing before accessing a channel so as to avoid transmission collisions with primary users (PUs). In the scenario of DSA with multiple PU channels, channel sensing order according to the idle probabilities of PU channels is important for SUs to improve the spectrum efficiency. However, conventional DSA schemes are sluggish in updating the estimates of idle probabilities sequentially, which hinders their application in highly dynamic channels (with time-varying idle probabilities). To overcome this issue, we propose a change detection algorithm with a binary hypothesis testing of Schwarz Information Criterion (SIC), and present an SIC based Thompson Sampling Algorithm (SIC-TSA) to promptly update the estimates of idle probabilities. Moreover, the collision probabilities among SUs are analyzed. Numerical results are provided to show tha ....

Schwarz Information Criterion , Thompson Sampling Algorithm , Channel Estimation , Dynamic Spectrum Access , On Stationary Environment , Reinforcement Learning , Schwarz Information Criterion , Hompson Sampling , Wireless Communication , Wireless Sensor Networks ,

Ofcom to Release More Shared Spectrum in 3.8-4.2GHz for UK 5G

The UK telecoms regulator, Ofcom, has begun to consult on an update to their spectrum sharing framework, which among other things proposes a more flexible ....

United Kingdom , Shared Access Licence , Low Power , Low Power , Medium Power , Building Entry Loss , Dynamic Spectrum Access , Shared Access ,

The evolution of CBRS: 5G-Advanced and 6G connectivity (Reader Forum)

The evolution of CBRS: 5G-Advanced and 6G connectivity (Reader Forum)
rcrwireless.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from rcrwireless.com Daily Mail and Mail on Sunday newspapers.

Federal Incumbent , Licensed Shared Access , Dynamic Spectrum Access , Feasibility Study , Integrated Sensing , Reinforcement Learning , Quadrature Phase Shift Keying ,

Operation Vulindlela report highlights wins but more must be done

Operation Vulindlela report highlights wins but more must be done
htxt.co.za - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from htxt.co.za Daily Mail and Mail on Sunday newspapers.

South Africa , South Africans , Jim Cramer , Eskom Energy Availability Factor , National Treasury , Operation Vulindlela , Energy Availability Factor , Generation Recovery Plan , Bid Window , Fourth Industrial Revolution , Dynamic Spectrum Access , Opportunistic Spectrum Management ,