205 research outputs found
Generic Drone Control Platform for Autonomous Capture of Cinema Scenes
The movie industry has been using Unmanned Aerial Vehicles as a new tool to
produce more and more complex and aesthetic camera shots. However, the shooting
process currently rely on manual control of the drones which makes it difficult
and sometimes inconvenient to work with. In this paper we address the lack of
autonomous system to operate generic rotary-wing drones for shooting purposes.
We propose a global control architecture based on a high-level generic API used
by many UAV. Our solution integrates a compound and coupled model of a generic
rotary-wing drone and a Full State Feedback strategy. To address the specific
task of capturing cinema scenes, we combine the control architecture with an
automatic camera path planning approach that encompasses cinematographic
techniques. The possibilities offered by our system are demonstrated through a
series of experiments
Recommended from our members
The FY2007 National Defense Authorization Act: Selected Military Personnel Policy Issues
This report examines a number of issues being considered by Congress as the FY2007 National Defense Authorization Act evolves. In each case, a brief synopsis is provided that includes background information, a comparison of the House and Senate provisions, if any, and a brief discussion of the issue. Where appropriate, other CRS products are identified to provide more detailed background information and analysis of the issue. For each issue, a CRS analyst is identified and contact information is provided
Fast Evolutionary Adaptation for Monte Carlo Tree Search
This paper describes a new adaptive Monte Carlo Tree Search (MCTS) algorithm that uses evolution to rapidly optimise its performance. An evolutionary algorithm is used as a source of control parameters to modify the behaviour of each iteration (i.e. each simulation or roll-out) of the MCTS algorithm; in this paper we largely restrict this to modifying the behaviour of the random default policy, though it can also be applied to modify the tree policy
A lower bound on intergalactic magnetic fields from time variability of 1ES 0229+200 from MAGIC and Fermi/LAT observations
Extended and delayed emission around distant TeV sources induced by the
effects of propagation of gamma rays through the intergalactic medium can be
used for the measurement of the intergalactic magnetic field (IGMF). We search
for delayed GeV emission from the hard-spectrum TeV blazar 1ES 0229+200 with
the goal to detect or constrain the IGMF-dependent secondary flux generated
during the propagation of TeV gamma rays through the intergalactic medium. We
analyze the most recent MAGIC observations over a 5 year time span and
complement them with historic data of the H.E.S.S. and VERITAS telescopes along
with a 12-year long exposure of the Fermi/LAT telescope. We use them to trace
source evolution in the GeV-TeV band over one-and-a-half decade in time. We use
Monte Carlo simulations to predict the delayed secondary gamma-ray flux,
modulated by the source variability, as revealed by TeV-band observations. We
then compare these predictions for various assumed IGMF strengths to all
available measurements of the gamma-ray flux evolution. We find that the source
flux in the energy range above 200 GeV experiences variations around its
average on the 14 years time span of observations. No evidence for the flux
variability is found in 1-100 GeV energy range accessible to Fermi/LAT.
Non-detection of variability due to delayed emission from electromagnetic
cascade developing in the intergalactic medium imposes a lower bound of
B>1.8e-17 G for long correlation length IGMF and B>1e-14 G for an IGMF of the
cosmological origin. Though weaker than the one previously derived from the
analysis of Fermi/LAT data, this bound is more robust, being based on a
conservative intrinsic source spectrum estimate and accounting for the details
of source variability in the TeV energy band. We discuss implications of this
bound for cosmological magnetic fields which might explain the baryon asymmetry
of the Universe.Comment: 10 pages, 5 figures, accepted to A&A. Corresponding authors: Ievgen
Vovk, Paolo Da Vela (mailto:[email protected]) and Andrii Neronov
(mailto:[email protected]
Long-term multi-wavelength study of 1ES 0647+250
The BL Lac object 1ES 0647+250 is one of the few distant -ray
emitting blazars detected at very high energies (VHE, 100 GeV) during
a non-flaring state. It was detected with the MAGIC telescopes during its low
activity in the years 2009-2011, as well as during three flaring activities in
the years 2014, 2019 and 2020, with the highest VHE flux in the latter epoch.
An extensive multi-instrument data set was collected within several coordinated
observing campaigns throughout these years. We aim to characterise the
long-term multi-band flux variability of 1ES 0647+250, as well as its broadband
spectral energy distribution (SED) during four distinct activity states
selected in four different epochs, in order to constrain the physical
parameters of the blazar emission region under certain assumptions. We evaluate
the variability and correlation of the emission in the different energy bands
with the fractional variability and the Z-transformed Discrete Correlation
Function, as well as its spectral evolution in X-rays and rays. Owing
to the controversy in the redshift measurements of 1ES 0647+250 reported in the
literature, we also estimate its distance in an indirect manner through the
comparison of the GeV and TeV spectra from simultaneous observations with
Fermi-LAT and MAGIC during the strongest flaring activity detected to date.
Moreover, we interpret the SEDs from the four distinct activity states within
the framework of one-component and two-component leptonic models, proposing
specific scenarios that are able to reproduce the available multi-instrument
data.Comment: 20 pages, 7 figures. Accepted in A&A. Corresponding authors: Jorge
Otero-Santos; Daniel Morcuende; Vandad Fallah Ramazani; Daniela Dorner; David
Paneque (mailto: [email protected]
Multi-messenger characterization of Mrk 501 during historically low X-ray and -ray activity
We study the broadband emission of Mrk 501 using multi-wavelength
observations from 2017 to 2020 performed with a multitude of instruments,
involving, among others, MAGIC, Fermi-LAT, NuSTAR, Swift, GASP-WEBT, and OVRO.
Mrk 501 showed an extremely low broadband activity, which may help to unravel
its baseline emission. Nonetheless, significant flux variations are detected at
all wavebands, with the highest occurring at X-rays and very-high-energy (VHE)
-rays. A significant correlation (3) between X-rays and VHE
-rays is measured, supporting leptonic scenarios to explain the
variable parts of the emission, also during low activity. This is further
supported when we extend our data from 2008 to 2020, and identify, for the
first time, significant correlations between Swift-XRT and Fermi-LAT. We
additionally find correlations between high-energy -rays and radio,
with the radio lagging by more than 100 days, placing the -ray emission
zone upstream of the radio-bright regions in the jet. Furthermore, Mrk 501
showed a historically low activity in X-rays and VHE -rays from
mid-2017 to mid-2019 with a stable VHE flux (0.2 TeV) of 5% the emission of
the Crab Nebula. The broadband spectral energy distribution (SED) of this
2-year-long low-state, the potential baseline emission of Mrk 501, can be
characterized with one-zone leptonic models, and with (lepto)-hadronic models
fulfilling neutrino flux constraints from IceCube. We explore the time
evolution of the SED towards the low-state, revealing that the stable baseline
emission may be ascribed to a standing shock, and the variable emission to an
additional expanding or traveling shock.Comment: 56 pages, 30 figures, 14 tables, submitted. Corresponding authors are
L. Heckmann, D. Paneque, S. Gasparyan, M. Cerruti, and N. Sahakya
- …