Towards Planning Urban Air Mobility (UAM) Landing Trajectories in Emergencies
Journal of Intelligent & Robotic Systems,
Год журнала:
2025,
Номер
111(1)
Опубликована: Янв. 29, 2025
Язык: Английский
Genetic Programming to Optimize 3D Trajectories
ISPRS International Journal of Geo-Information,
Год журнала:
2024,
Номер
13(8), С. 295 - 295
Опубликована: Авг. 20, 2024
Trajectory
optimization
is
a
method
of
finding
the
optimal
route
connecting
start
and
end
point.
The
suitability
trajectory
depends
on
not
intersecting
any
obstacles,
as
well
predefined
performance
metrics.
In
context
unmanned
aerial
vehicles
(UAVs),
goal
to
minimize
cost,
in
terms
energy
or
time,
while
avoiding
restricted
flight
zones.
Artificial
intelligence
techniques,
including
evolutionary
computation,
have
been
applied
with
varying
degrees
success.
This
work
explores
use
genetic
programming
(GP)
for
3D
by
developing
novel
GP
algorithm
optimize
trajectories
space
encoding
geographic
function
trees.
effects
parameterization
are
also
explored
discussed,
demonstrating
advantages
drawbacks
custom
parameter
settings
along
additional
computational
techniques.
results
demonstrate
effectiveness
proposed
algorithm,
which
outperforms
existing
methods
speed,
automaticity,
robustness,
highlighting
potential
GP-based
algorithms
be
other
complex
problems
science
engineering.
Язык: Английский
Deterministic model of the radio channel applied to the optimization of the UAV trajectory for optimum air-to-ground communication in the environment of future urban scenarios
Опубликована: Фев. 20, 2023
These
many
lines,
and
more
that
didn't
make
it
through,
summarise
than
half
a
decade's
worth
of
work
wouldn't
have
been
possible
without
the
help
people.From
technical
side,
there
are
two
figures
steadfast
in
their
support
to
whom
I
owe
great
deal
gratitude:
Dominic,
for
always
being
discuss
any
all
aspects
his
work;
from
drafting
initial
proposal
accompanying
me
meet
my
future
supervisor,
Hector.To
him,
as
well,
thanks
backing
with
university
processes,
tedious
reviews
we
endured.To
you
both,
your
has
invaluable
effort
put
into
each
element,
line
code
calculation
done,
which
turn
flourished
journals
published.Additionally,
former
colleagues
co-authors
shared
countless
coffees
chats,
priceless
ideas
bloomed
were
reflected
either
this
or
its
related
publications.Naturally,
given
long
period
life
part
of,
not
only
was
required.And
types
received:
Firstly,
parents
sister.They
encouraged
very
first
through
every
step
path,
unawares
where
might
led
me.It's
road,
but
felt
loved
accompanied
made
bearable.Speaking
love,
name
springs
mind,
one
who
taken
roles
best
friend,
girlfriend
now,
wife.Thank
enduring
though
endless
discussions,
reviews,
meetings
supervisors,
nights
writing
document.I
know
i
often
said:
"I'll
finish
PhD
year",
is
closing
wrapped
up,
truly
realise
how
none
could
achieved
family's
unwavering
support.
Язык: Английский