Storage device, and sensor system and vehicle including the same
A vehicle storage device according to at least one embodiment includes: a first interface configured to transmit a first signal to an object, and to receive first data generated by analog to digital converting a second signal reflected and returned to the object outside a vehicle; a radar pre-processor configured to generate second data by performing a pre-processing operation on the first data; a second interface configured to output the second data; and a non-volatile memory configured to store the first data.
1 . A vehicle storage device comprising:
a non-volatile memory configured to store first data; and
a storage controller,
wherein the storage controller comprises:
a first interface configured to receive the first data, the first data generated by digitally converting an analog signal transmitted to and reflected by an object outside a vehicle;
a radar pre-processor configured to generate second data by performing a pre-processing operation on the first data; and
a second interface configured to output the second data.
2 . The vehicle storage device of claim 1 , wherein the radar pre-processor is configured to perform the pre-processing operation such that the pre-processing operation includes a distance fast Fourier transform (FFT) operation, and
wherein the distance FFT operation includes applying an FFT operation to the first data for a period of time between transmitting and receiving the analog signal.
3 . The vehicle storage device of claim 2 , wherein
the analog signal is generated by frequency-modulating a chirp signal of which an amplitude linearly changes with respect to time, and
the radar pre-processor is configured to perform the pre-processing operation such that the pre-processing operation includes a Doppler FFT operation such that a Doppler velocity is determined based on a signal change of the chirp signal with respect to a Doppler axis on the first data.
4 . The vehicle storage device of claim 3 , wherein the radar pre-processor is configured to perform the pre-processing operation such that the pre-processing operation includes a constant false alarm rate (CFAR) operation, the CFAR operation including
applying a sliding window to the first data to set a threshold value, and
detecting a target based on the threshold value.
5 . The vehicle storage device of claim 1 , wherein the radar pre-processor is configured to perform the pre-processing operation such that the pre-processing operation includes an operation of estimating an angle of arrival by applying at least one of a multiple signal classification (MUSIC) algorithm, a Bartlett algorithm, a minimum variance distortionless response (MVDR) algorithm, a digital beam forming (DBF), or an estimation of signal parameter via rotational invariance techniques (ESPIRT) to the first data.
6 . The vehicle storage device of claim 1 , wherein the second data includes point cloud data on the object.
7 . The vehicle storage device of claim 1 , wherein the first interface is a mobile industry processor interface (MIPI) interface.
8 . A vehicle sensor system comprising:
at least one RADAR sensor configured to transmit a first signal to an object, and to generate first data based on a second signal reflected back from the object outside a vehicle;
a vehicle storage device comprising a non-volatile memory configured to store first data and a storage controller configured to receive the first data from the at least one RADAR, and to perform a pre-processing operation on the first data to generate second data; and
a central controller configured to obtain information on the object based on the second data.
9 . The vehicle sensor system of claim 8 , wherein the storage device is configured to perform the pre-processing operation such that the pre-processing operation includes a distance fast Fourier transform (FFT) operation, and
the distance FFT operation includes applying an FFT operation to the first data for a period of time between transmitting the first signal and receiving the second signal.
10 . The vehicle sensor system of claim 9 , wherein
the at least one RADAR sensor is configured to generate the first signal by frequency-modulating a chirp signal of which an amplitude linearly changes with respect to time, and
the storage device is configured to perform the pre-processing operation such that the pre-processing operation includes a Doppler FFT operation such that a Doppler velocity is determined based on a signal change of the chirp signal with respect to a Doppler axis on the first data.
11 . The vehicle sensor system of claim 10 , wherein the storage device is configured to perform the pre-processing operation such that the pre-processing operation includes a constant false alarm rate (CFAR) operation for applying a sliding window to the first data to set a threshold value, and detecting a target based on the threshold value.
12 . The vehicle sensor system of claim 8 , wherein the storage device is configured to perform the pre-processing operation such that the pre-processing operation includes an operation of estimating an angle of arrival by applying at least one of a multiple signal classification (MUSIC) algorithm, a Bartlett algorithm, a MVDR algorithm, a digital beam forming (DBF), or an estimation of signal parameter via rotational invariance techniques (ESPIRT) to the first data.
13 . The vehicle sensor system of claim 8 , wherein the second data includes point cloud data on the object.
14 . The vehicle sensor system of claim 8 , wherein the storage device includes a mobile industry processor interface (MIPI) interface, and is connect to the at least one RADAR sensor through the MIPI interface.
15 . The vehicle sensor system of claim 8 , wherein
the at least one RADAR sensor is included in a plurality of RADAR sensors disposed outside a vehicle, and
the plurality of RADAR sensors includes a front RADAR sensor disposed at a front of the vehicle configured to use a signal with a long wavelength as the first signal, and a lateral RADAR sensor disposed on a lateral side of the vehicle configured to use a signal with a short wavelength as the first signal.
16 . The vehicle sensor system of claim 8 , wherein the first data is generated by analog to digital converting the second signal, and
the sensor system is configured to store the first data in the storage device.
17 . The vehicle sensor system of claim 8 , further comprising:
a light detection and ranging (LIDAR) sensor configured to emit laser pulses to the object and receive laser beams reflected from the object to generate LIDAR data,
wherein the central controller is further configured to obtain information on the object based on the LIDAR data.
18 . The vehicle sensor system of claim 8 , further comprising:
an image sensor configured to sense a field of view and generate image data on the object,
wherein the central controller is further configured to obtain information on the object based on the image data.
19 . A vehicle comprising:
a RADAR sensor configured to transmit a RADAR transmitting signal to an object outside a vehicle, to receive a reflected signal reflected back from the object, and to analog-to-digital convert the reflected signal to generate RADAR raw data;
a storage device comprising a non-volatile memory configured to store first data and a storage controller configured to store the RADAR raw data and to generate RADAR data by performing a pre-processing operation on the RADAR raw data;
a central controller configured to obtain information on the object based on the RADAR data; and
an electronic control unit (ECU) configured to control driving of the vehicle based on information on the object.
20 . The vehicle of claim 19 , further comprising:
a LIDAR sensor configured to emit laser pulses to the object and to receive laser beams reflected from the object to generate LIDAR data; and
an image sensor configured to sense a field of view outside the vehicle and generate image data on the object, wherein the central controller is further configured to obtain information on the object based on the LIDAR data and the image data.