Spectrum sensing apparatus and the operation method
View Patent ↗The present invention provides a spectrum sensing apparatus including a receiver which receives an analog signal in a frequency band of interest; an ADC(Analog Digital Caonverter) which samples the analog signal to output a digital signal; a correlator which performs the auto-correlation of the digital signal to output a correlation function; and a controller which generates an image pattern corresponding to the correlation function and identifies whether to occupy the frequency band of interest according to the image pattern.
1. A spectrum sensing apparatus, comprising:
a receiver which receives an analog signal of a frequency band of interest;
an ADC (Analog Digital Converter) which samples the analog signal to output a digital signal;
a correlator which performs auto-correlation of the digital signal to output a correlation function; and
a controller which generates an image pattern corresponding to the correlation function and identifies whether to occupy the frequency band of interest according to the image pattern,
wherein the controller includes:
an image pattern generator which generates an image pattern corresponding to a changing pattern of the correlation function; and
a band occupation estimator which identifies whether to occupy the frequency band of interest based on the image pattern.
2. The spectrum sensing apparatus according to claim 1 , wherein the correlator delays a time of the digital signal for a predetermined time to output the correlation function.
3. The spectrum sensing apparatus according to claim 1 , wherein the image pattern generator generates the image pattern in which a brightness varies so as to correspond to a changing value in the changing pattern of the correlation function.
4. The spectrum sensing apparatus according to claim 1 , wherein the image pattern increases a brightness of the image when the changing value of the changing pattern of the correlation function is higher than a predetermined reference value and lowers the brightness of the image when the changing value is lower than the predetermined reference value.
5. The spectrum sensing apparatus according to claim 1 , wherein the band occupation estimator learns a signal correlation array by applying previous image patterns which are input in the past to a convolutional neural network (CNN) and when the image pattern is input, applies the image pattern to the signal correlation array to identify whether to occupy the frequency band of interest.
6. An operation method of spectrum sensing apparatus, comprising:
receiving an analog signal of a frequency band of interest, by a receiver;
sampling the analog signal to output a digital signal, by an ADC (Analog Digital Converter);
performing auto-correlation of the digital signal to output a correlation function, by a correlator; and
generating an image pattern corresponding to the correlation function and identifying whether to occupy the frequency band of interest according to the image pattern, by a controller,
wherein in identifying whether to occupy the frequency band of interest, the image pattern in which a brightness varies corresponding to a changing value is generated according to a changing pattern of the correlation function.
7. The operation method of a spectrum sensing apparatus according to claim 6 , wherein the brightness of the image pattern increases when the changing value of the changing pattern of the correlation function is higher than a predetermined reference value and lowers when the changing value is lower than the predetermined reference value.
8. The operation method of a spectrum sensing apparatus according to claim 6 , wherein in the identifying whether to occupy the frequency band of interest, a signal correlation array is learned by applying previous image patterns which are input in the past to a convolutional neural network (CNN) and when the image pattern is input, the image pattern is applied to a signal correlation array to identify whether to occupy the frequency band of interest.
9. An operation method of spectrum sensing apparatus, comprising:
receiving an analog signal of a frequency band of interest, by a receiver;
sampling the analog signal to output a digital signal, by an ADC (Analog Digital Converter);
performing auto-correlation of the digital signal to output a correlation function, by a correlator; and
generating an image pattern corresponding to the correlation function and identifying whether to occupy the frequency band of interest according to the image pattern, by a controller,
wherein a brightness of the image pattern increases when a changing value of a changing pattern of the correlation function is higher than a predetermined reference value and lowers when the changing value is lower than the predetermined reference value.