Question

Which among the following is achieved by combing learning with data mining in the radio environment map?

(a) Observation intelligence

(b) Learning

(c) Network intelligence

(d) Resource intelligence

I had been asked this question during an interview.

I need to ask this question from Next Generation Wireless Network in division Next Generation Wireless Network of Cognitive Radio

Answer 1

The correct answer to your question is:

(c) Network intelligence

In the context of Cognitive Radio (CR) and Radio Environment Maps (REM), combining learning with data mining helps enhance network intelligence. This is because cognitive radios utilize data from the radio environment to make decisions on spectrum management, interference avoidance, and dynamic adaptation. By applying learning algorithms and data mining techniques, cognitive networks can improve their performance by predicting and adapting to the radio environment based on past experiences, thus achieving more efficient spectrum usage and network optimization.