Title :
Energy-efficient power and sensing/transmission duration optimization with cooperative sensing in cognitive radio networks
Author :
Yujing Tian ; Wenjun Xu ; Shengyu Li ; Li Guo ; Jiaru Lin
Author_Institution :
Key Lab. of Universal Wireless Commun., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
This paper investigates an energy-efficient transmission scheme in cognitive radio networks, where primary users (PUs) may reoccupy the spectrum when secondary users (SUs) is transmitting data. We aim to maximize the energy efficiency by jointly optimizing the transmission power, the fusion rule threshold and the sensing/transmission durations. Firstly, it is derived that for a given fusion rule threshold, the objective function is unimodal while only one optimization parameter varies. Furthermore, we provide the corresponding closed-form expressions of the optimal data transmission duration and transmission power. Finally, the globally unimodal property is proven, and hence, the globally optimal point can be easily found with the proposed algorithm based on the alternating direction method (ADM). Numerical simulation results show that our proposed scheme is much better than the existing ones.
Keywords :
cognitive radio; cooperative communication; numerical analysis; radio spectrum management; sensor fusion; signal detection; alternating direction method; cognitive radio networks; cooperative sensing; energy-efficient power duration optimization; energy-efficient sensing duration optimization; energy-efficient transmission duration optimization; fusion rule threshold; globally unimodal property; optimal data transmission duration; primary users; secondary users; Algorithm design and analysis; Cognitive radio; Data communication; Energy efficiency; Optimization; Sensors; Throughput; Cognitive radio; energy efficiency; k-out-of-N; sensing and transmission duration; transmission power;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2014 IEEE
Conference_Location :
Istanbul
DOI :
10.1109/WCNC.2014.6952132