Energy Efficiency Resource Allocation for MIMO Cognitive Radio with Multiple Antenna Spectrum Sensing
Bing Ning, Shouyi Yang, Xiaomin Mu, Yanhui Lu, Wanming Hao · KSII Transactions on Internet and Information Systems · 2015
The energy-efficient design of sensing-based spectrum sharing of a multi-input and multi-output (MIMO) cognitive radio (CR) system with imperfect multiple antenna spectrum sensing is investigated in this study.Optimal resource allocation strategies, including sensing time and power allocation schemes, are studied to maximize the energy efficiency (EE) of the secondary base station under the transmit power and interference power constraints.EE problem is formulated as a nonlinear stochastic fractional programming of a nonconvex optimal problem.The EE problem is transformed into its equivalent nonlinear parametric programming and solved by one-dimension search algorithm.To reduce searching complexity, the search range was founded by demonstration.Furthermore, simulation results confirms that an optimal sensing time exists to maximize EE, and shows that EE is affected by the spectrum detection factors and corresponding constraints.