Active sequential xampling receiver for spectrum sensing
View Patent ↗An active sequential xampling receiver for spectrum sensing is disclosed. The receiver includes a dynamically adjustable analog front end to perform sub-Nyquist energy sensing across a broad radio frequency (RF) spectrum. In an exemplary aspect, the receiver includes a dynamic modulator which modulates the broad RF spectrum to dynamically select sub-bands (e.g., RF channels) and fold their spectral content into a narrower baseband signal for energy detection. A controller adjusts the dynamic modulator to maximize utility of the spectrum detection based on past energy observations.
1. A radio frequency (RF) receiver, comprising:
a dynamic modulator configured to modulate a received signal such that one or more portions of the received signal are dynamically selected and folded into a baseband of a modulated signal;
an energy detector configured to sample an energy of the modulated signal at a sub-Nyquist rate; and
a controller configured to adjust the dynamic modulator based on an output of the energy detector.
2. The RF receiver of claim 1 , wherein the output of the energy detector is a past sample of the energy of the modulated signal.
3. The RF receiver of claim 1 , wherein the dynamic modulator is further configured to modulate the received signal with a mixture of sinusoidal components whose frequencies and amplitudes are dynamically adjusted by the controller across multiple time windows to select the one or more portions of the received signal.
4. The RF receiver of claim 1 , wherein the energy detector samples the energy of the modulated signal at the sub-Nyquist rate by low-pass filtering and sampling the baseband of the modulated signal.
5. The RF receiver of claim 1 , wherein the dynamic modulator comprises a set of voltage-controlled oscillators (VCOs).
6. The RF receiver of claim 5 , wherein a voltage level of each of the set of VCOs is proportional to a coefficient of a sensing matrix output by the controller, thereby generating a sinusoidal signal around a selected frequency.
7. The RF receiver of claim 1 , wherein the dynamic modulator comprises a plurality of fixed frequency oscillators, each fixed frequency oscillator being controlled by the controller.
8. The RF receiver of claim 1 , wherein the energy detector comprises:
a low pass filter coupled to an output of the dynamic modulator; and
a sampling circuit coupled to an output of the low pass filter.
9. The RF receiver of claim 8 , wherein the sampling circuit is configured to sample the modulated signal after the low-pass filter at intervals based on a bandwidth of the baseband.
10. An analog front end for a radio frequency (RF) receiver, comprising:
a dynamic modulator configured to convert an incoming RF signal having a first bandwidth to a modulated signal by:
selecting a set of sub-bands of the first bandwidth; and
dynamically folding spectral content of the incoming RF signal in the set of sub-bands into a baseband of the modulated signal; and
an energy detector configured to sense signal energy of the modulated signal within the baseband;
wherein the set of sub-bands is selected as a function of a past output of the energy detector.
11. The analog front end of claim 10 , further comprising a controller configured to determine occupancy of a set of RF channels based on the energy detector sensing signal energy above a threshold.
12. The analog front end of claim 11 , wherein the controller is further configured to adjust the dynamic modulator based on the occupancy of the set of RF channels.