Title :
A Log-Likelihood Ratio Nonuniform Quantization Scheme for Cooperative Spectrum Sensing
Author :
Liang, Hengjing ; Chen, Yading ; Li, Shaoqian
Abstract :
Data fusion has been a key technology of cooperative spectrum sensing in cognitive radio. To solve network collaborative information compression distortion under limited bandwidth, we proposed a nonuniform quantization scheme for each sensing nodes. Simulation results show that the proposed scheme could improve detection probability compared to conventional uniform quantization. And the fusion performance without distortion could be achieved with proposed quantizer by only 3 bits quantization.
Keywords :
Analytical models; Bandwidth; Cognitive radio; Collaboration; Quantization; Sensors; Signal to noise ratio;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing (WiCOM), 2012 8th International Conference on
Conference_Location :
Shanghai, China
Print_ISBN :
978-1-61284-684-2
DOI :
10.1109/WiCOM.2012.6478300