UAS Sensor Placement: A Comparison
Unmanned Aerial Systems (UAS) rely on onboard sensors for
navigation and to provide an operator or ground observer with imagery captured
by the aircraft. The selection and
placement of these sensors is dependent on the design of the aircraft and the
intended purpose. Today’s blog will
examine sensors utilized for DJI’s Phantom 4 Pro, a UAS designed for aerial
photography, and ImmersionRC’s Vortex 250 Pro, a UAS designed for first person
view (FPV) drone racing.
DJI Phantom 4 Pro
DJI’s Phantom 4 Pro is an excellent UAS for obtaining
high definition aerial video and still images at altitudes below 400 feet. The quadrotor UAS is capable of flying for up
to 30 minutes at speeds up to 31 mph while shooting 4K/60 fps video or still
imagery, all while avoiding obstacles (Phantom 4, 2017). The quadrotor design of the aircraft, as
opposed to the use of a traditional fixed wing, enables the aircraft to operate
in all directions (forward, backward, left, right, up, down) as well as hover,
enabling the operator to capture slow or dynamically moving objects, or operate
the aircraft in confined areas, such as indoors.
DJI. (2017). Phantom 4 Pro Sensors [digital image].
Retrieved from https://www.dji.com/phantom-4-pro
Single operator control of the UAS and onboard camera is
facilitated through the Phantom 4 Pro’s onboard positioning and obstacle
detection sensors. Obstacle detection
and avoidance is accomplished through the use of stereo vision sensors, located
on the front, rear, and bottom of the aircraft, as well as the primary video
camera. By comparing the images acquired
from each camera, the aircraft is able to determine relative speed and distance
from an object (Phantom, 2017). Detection
of objects on either side of the aircraft is accomplished utilizing infrared
sensors. These sensors have a 20-degree
vertical and 70-degree horizontal field of view, allowing them to detect
objects out to 23 feet (Phantom 4, 2017).
Altitude control is accomplished through the use of ultrasonic
rangefinders located beneath the aircraft (Phantom 4, 2017).
Additional positioning data is obtained through the use
of dual global positioning system (GPS) receivers and redundant inertial
measurement units (IMU) and compasses (Phantom 4, 2017). The IMUs determine angular velocity and
linear acceleration through the use of gyroscopes and accelerometers (Woodman,
2007). Data collected utilizing these
position and obstacle sensors is used to create a 3D map of the aircraft’s
surroundings, enabling the aircraft to detect and avoid objects along the
intended flight path, while under operator control or when operating
autonomously about a given point or along a given flight path. Placement of sensors on the front, rear, and
sides is particularly critical as the main imaging camera (viewed by the
operator) may not be orientated in the direction of flight. The use of these sensors is critical as they
relieve navigational workload for the operator, enabling them to focus on
obtaining the imagery desired. It is
important to note, however, that the vehicle does not have upward facing
sensors, and thus care must be exercised when flying near overhanging obstacles
(tree limbs, roof overhang) or close to ceilings while indoors.
Vortex 250 Pro
ImmersionRC. (2016). Vortex
250 Pro [digital image]. Retrieved from https://docs.google.com/document/d/1psnkyrIOMzA81SEG3yxdGLjIXhTMVJpHdpMnwNlMR8Q/edit#
ImmersionRC’s Vortex 250 Pro is an excellent off the
shelf FPV UAS racer. Like the Phantom 4
Pro, the Vortex 250 is a quadrotor UAS with a video camera, and is capable of
speeds in excess of 62 mph (ImmersionRC, 2016).
In addition to the built in forward-facing video camera, the Vortex 250 Pro
has a provision for a high definition GoPro video camera for recording race
imagery. The user must also add their
own battery, and as a result video quality and endurance vary (Vortex 250 Pro,
2017). Although it is not equipped with
a GPS, the Vortex 250 Pro does come equipped with a digital altimeter and
IMU. Both sensors are utilized to aid in
vehicle stabilization. In addition to
providing the operator with pertinent flight data, the altimeter is utilized to
award racers points for remaining within a given altitude (remaining lower to
the ground results in more points during a race) (ImmersionRC, 2016).
As the Vortex 250 Pro is designed for first person racing,
the operator must rely on the video imagery transmitted from the forward-facing
camera for obstacle avoidance. Obstacle
detection sensors are not utilized as they add weight (which would slow the
aircraft) and are not required as the operator is always looking in the
direction of flight (the UAS is not intended to race sideways or
backwards). As a result, the operator
trades a decrease in vehicle weight (and the increase in top speed and
maneuvering) against an increase in the possibility of an impact with an
obstacle.
The Phantom 4 Pro and
Vortex 250 Pro are both highly advanced and capable UAS. Although their onboard sensor systems differ,
the sensors utilized on each are best suited to maximize the aircraft’s
capability while meeting the user’s requirements.
References:
ImmersionRC.
(2016). Vortex 250 Pro Instruction Manual. Retrieved from https://docs.google.com/
document/d/1psnkyrIOMzA81SEG3yxdGLjIXhTMVJpHdpMnwNlMR8Q/edit#heading=h.ai0z0mjy4p9x.
Phantom 4 Pro. (2017). Retrieved
from https://www.dji.com/phantom-4-pro?site=brandsite&from=nav.
Vortex
250 Pro. (2017). Retrieved from https://www.immersionrc.com/fpv-products/vortex-250-pro/#specifications.
Woodman,
O. (2007). An introduction to inertial navigation. (Technical report).
Retrieved from https://www.cl.cam.ac.uk/techreports/UCAM-CL-TR-696.pdf.
John,
ReplyDeleteGreat post! I chose the Phantom 4 Pro for similar reasons as you for this assignment. It's extremely cost-effective for the operations it performs. You also make a great point that I didn't think to make with obstacle avoidance on the racing UAS. Initially, it shocked me when you said there aren't any additional collision avoidance sensors, but on further reflection it does make sense. It would save weight to not include these sensors since they aren't entirely necessary for the racing purposes of the system and that saved weight probably helps with handling and speed requirements.
-Kristin