Requirements for Radar System for automotives for ADAS applications
Why
Radar?
The radar sensor detects objects and measures their
relative velocity and position. For that purpose, the sensor has four antenna
elements that simultaneously transmit radar waves in the frequency range
between 76 and 77 GHz. These waves are reflected by objects. By comparing the
amplitudes and phases of the signal echo received by the antenna elements,
precise conclusions on the objects’ position can be drawn. The relative speed
and distance of objects is measured using Doppler Effect (shift in frequency
between the reflected and transmitted signals) and time lag.
The
radar sensor can be applied to a series of functions which can also be
accomplished parallell. By the identification of objects in the driveway
the radar sensor is able to measure the distance and the relative speed of
these objects. The subsequent object classification in relevant and
non-relevant barriers enables the recognition of critical situations. The radar
enables the realization of an intelligent, predictive and adaptable warning
system for innovative safety functions. Thereby measures to avoid accidents or
reduce the risk of injury are triggered in critical situations. In addition a
precise determination of speed over ground and the integration of the radar
into assistance systems for the optimization of the efficiency are possible.
Via intelligent networking of the radar sensor with components and systems or
by integrating information of other sensors such as a camera or additional
radar sensors we enable new applications or enhancements of existing functions.
Through the use of multiple sensors and components we further increase the
safety and productivity without increasing cost.
Type
and the Number of Radars needed (for a 360° view):
1.
Long Range Radar – 1
2.
Mid-Range Radar – 2
3.
Short Range Radar – 6
Requirement
for Long Range Radar:
We need one LRR at the front of
the vehicle to cover a range up to 250 m, especially for ACC (Adaptive Cruise
Control), which will help the EV to maintain a specified distance and relative
speed with respect to the vehicle moving ahead.
Requirement for Mid-Range Radar:
In total we need 2 Mid-Range
Range Radars with a range of 100 m, one at the front of the EV and another at
the back side. In front we need a radar for EBS (Emergency Breaking System) and
for a more detailed and greater azimuth coverage of the front. It will also be
used for effective detection of Pedestrian, road sign, manholes etc. It will
also assist the Automatic Parking System. The Radar at the back will be needed
to measure the relative speed and the distance of the vehicle coming from back
in a range of 100 m, which give necessary warning and will also assist lane
change if required.
Requirement
for Short Range Radar:
In total we need 6 Short Range
Radars with a range up to 15 m, two at the front sideways, two at the mid of
the vehicle on both the sides (the one between the front and back seat on four-door cars), and two at rear sideways. The front and rear sideways
radar will help us in Blind Spot Detection, lane departure warning, Automatic
Parking System etc. The two at sideways will give a more surround view, which
will help us to detect the pedestrians and vehicles moving from the sideways at
the places like a four-way crossing etc.
Principle
to be used:
The FMCW (Frequency Modulated
Continuous Waveform) Radio Detection Principle has been developed and used over
many years to accurately measure targets at short distances. Frequency-Modulated
Continuous-Wave (FMCW) Radar is a special type of radar radiates continuous
transmission power like a simple continuous wave radar (CW-Radar). We can
control FMCW-radar frequency, which can help us to evaluate the object’s range.
CW-Radar has the disadvantage that we cannot use it to evaluate the object’s
range because its frequency is stable .The received signal in FMCW is a time-delayed copy of the transmitted
signal where the delay
, is related to the range. Because the signal is always
sweeping through a frequency band, at any moment during the sweep, the
frequency difference
, is a constant between the transmitted signal and the
received signal.
is usually called the beat frequency. Because the sweep
is linear, one can derive the time delay from the beat frequency and then
translate the delay to the range. Refer the link mentioned below for more
information. http://www.radartutorial.eu/02.basics/Frequency%20Modulated%20Continuous%20Wave%20Radar.en.html
Frequency Band for Operation:
The two bands available for
automotive use are 77 and 24 GHz, but 24GHz
frequency band has a few limitations. These include the potential for
interference with radio astronomy and satellite services and also disadvantage
of having bandwidth limitations of 200 MHz bandwidth due to other usage of the
ISM spectrum, as a result, these radars will be
phased out of new vehicles by 2022 in Europe. Although in India we have only 76-77 GHz band available
but soon the entire band will be made available for the automotive in India
also. The 77GHz band (from 76-81GHz), often called long-range
radar (LRR), is the future for automotive radar. The technical advantages of
the 77GHz band include that the higher frequency pairs effectively with a
smaller antenna. The relationship between the antenna size and the frequency is
linear, so 77GHz systems will need antenna sizes a third of the size of the
current 24 GHz ones; in case you were wondering, the antenna is typically
mounted in the vehicle bumper. The 77GHz devices also benefit from benefit from
higher permitted transmit power. Perhaps most important, the wider bandwidth
available in the 77 GHz band enables greater accuracy and, as a result, provide
drivers with better object resolution. With some clever signal processing, this
enhanced resolution will improve the detection and avoidance of big objects, like
cars, and allow the avoidance of smaller ones, like pedestrians, too. This will
complement the machine-vision systems that can already provide this accuracy
but struggle in situations with poor visibility. Due to the width of
available frequencies, a move from 24GHz to 77GHz can achieve 20x better
performance in range resolution and accuracy. The range resolution of a 77GHz
system can be 4cm versus 75cm for 24GHz radar, allowing better detection
of multiple objects that are close together.
Required Bandwidth:
Larger bandwidth gives greater
accuracy, higher object resolution and better velocity resolution. For LRR and
MRR the bandwidth needed will be 500 MHz, and for SRR the bandwidth needed will
be 4GHz, as more bandwidth gives us a better dynamic range.
Range Resolution Requirements:
Range
resolution is the ability of a radar system to distinguish between two or more
targets on the same bearing but at different ranges. The degree of range
resolution depends on the width of the transmitted pulse, the types and sizes
of targets, and the efficiency of the receiver and indicator. Pulse width is
the primary factor in range resolution. A well-designed radar system, with all
other factors at maximum efficiency, should be able to distinguish targets
separated by one-half the pulse width time. Therefore, the theoretical range
resolution of a radar system can be calculated from the following formula:
As the bandwidth increases, the
achievable range resolution is decreasing and this means the monitored objects
can be seen more accurately. The maximum detected range becomes smaller when
the bandwidth increases. For LRR the Range Resolution should be at least 1m at
a max. Range of 250 m. For the MRR it should be around 0.5m, and for SRR it
should be less than 0.1m, so that we distinguish two closely spaced targets.
Velocity Resolution:
Though radars provide highly accurate
information about the velocity and range, the LRR should have velocity
resolution less than 2.5 kmph. The MRR with a velocity resolution of 1 kmph and
SRR with a 0.5 kmph velocity resolution. The velocity resolution can be
increased simply by increasing the frame time with no additional hardware cost.
Azimuth: The SRR should be able to sweep and angle of ±75°. The LRR upto and angular sweep of ±5°, whereas the MRR ±45° will serve the purpose.
Elevation Angle:
Azimuth: The SRR should be able to sweep and angle of ±75°. The LRR upto and angular sweep of ±5°, whereas the MRR ±45° will serve the purpose.
Elevation Angle:
The LRR with
an elevation of ±3° can detect an object of height 5.24 above and below the
ground at a distance of 100 m in front of EV.
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Velocity Accuracy:
Radar are
accurate enough to achieve a relative velocity with an accuracy of 0.1 m/s.
Angular Accuracy:
The LRR, MRR
and SRR are desired to have and angular accuracy of 0.1°, 0.5° and 1°
respectively.
Distance Accuracy:
The LRR, MRR and the SRR must
measure distances with an accuracy of 1m, 0.1m and 0.02m respectively.
Hi. comming from youtube (https://www.youtube.com/watch?v=R3IKBRMi4dc).
ReplyDeleteI could not find the code you mentioned about TI Automotive Toolbox under Short Range Radar Demo; can you please email me at (legxthelegend@gmail.com) or mention the link here where I can easily get it?
I am doing a similar project so it would help me.
Thank you.