Radar system and method using antenna correlation and covariance eigenvalues in radar sensor blockage determination
According to a first aspect, a radar system with blockage detection is provided. The radar system includes a first antenna for receiving first signals and a second antenna for receiving second signals. Input circuitry processes the first signals to generate first input signals and processes the second signals to generate second input signals. A processor computes a correlation between the first input signals and the second input signals, determines a correlation variance related to variation in the correlation, and generates a determination as to whether the radar system is blocked using the correlation variance.
1. A radar system with blockage detection, comprising:
a first antenna for receiving first signals;
a second antenna for receiving second signals;
input circuitry for processing the first signals to generate first input signals and for processing the second signals to generate second input signals; and
a processor configured to compute a correlation coefficient between the first input signals and the second input signals, to determine a variation in the correlation coefficient, and, to generate a determination as to whether the radar system is blocked using the variation in the correlation coefficient.
2. The radar system of claim 1 , wherein the correlation coefficient is a Pearson correlation coefficient.
3. The radar system of claim 1 , wherein, if the variation in the correlation coefficient is below a threshold, then the determination is that the radar system is blocked.
4. The radar system of claim 1 , wherein the radar system is an automotive radar system.
5. The radar system of claim 1 , wherein the first antenna, second antenna, input circuitry and processor are housed within a housing of an automotive radar sensor module.
6. The radar system of claim 1 , wherein the first antenna and second antenna comprise patch antenna arrays.
7. The radar system of claim 1 , wherein the input circuitry comprises:
a first mixer for generating first mixed signals;
a second mixer for generating second mixed signals;
a first analog-to-digital converter (ADC) for converting the first mixed signals to the first input signals; and
a second ADC for converting the second mixed signals to the second input signals.