37 research outputs found
Identification of Ultrafast Photophysical Pathways in Photoexcited Organic Heterojunctions
The exciton dissociation and charge separation occurring on subpicosecond
time scales following the photoexcitation are studied in a model donor/acceptor
heterojunction using a fully quantum approach. Higher-than-LUMO acceptor
orbitals which are energetically aligned with the donor LUMO orbital
participate in the ultrafast interfacial dynamics by creating photon-absorbing
charge-bridging states in which charges are spatially separated and which can
be directly photoexcited. Along with the states brought about by
single-particle resonances, the two-particle (exciton) mixing gives rise to
bridge states in which charges are delocalized. Bridge states open up a number
of photophysical pathways that indirectly connect the initial donor states with
states of spatially separated charges and compete with the efficient
progressive deexcitation within the manifold of donor states. The diversity and
efficiency of these photophysical pathways depend on a number of factors, such
as the precise energy alignment of exciton states, the central frequency of the
excitation, and the strength of carrier-phonon interaction.Comment: Final, published versio
Overlapping fragments method for electronic structure calculation of large systems
We present a method for the calculation of electronic structure of systems
that contain tens of thousands of atoms. The method is based on the division of
the system into mutually overlapping fragments and the representation of the
single-particle Hamiltonian in the basis of eigenstates of these fragments. In
practice, for the range of system size that we studied (up to tens of thousands
of atoms), {the dominant part of the calculation scales} linearly with the size
of the system when all the states within a fixed energy interval are required.
The method is highly suitable for making good use of parallel computing
architectures. We illustrate the method by applying it to diagonalize the
single-particle Hamiltonian obtained using the density functional theory based
charge patching method in the case of amorphous alkane and polythiophene
polymers.Comment: 9 pages, 10 figures, the version accepted in J. Chem. Phy
Coherent direct position estimation in distributed massive MIMO systems
Disertacija se bavi problemom direktne koherentne lokalizacije izvora xirokopojasnih radio signala pomou masivnih vixeantenskih sistemima u prostorno koherentnom scenariju LOS (Line-OfSight) komponenti. Ovaj scenario je tipiqan za male elije u milimetarskom opsegu u petoj generaciji 5G elijskih sistema. Lokalizacija
se zasniva na obradi signala sa distribuiranih antenskih nizova koji
mogu imati podnizove sa faziranim antenskim rexetkama. Ideja ove
disertacije je da se infrastruktura buduih beiqnih sistema pete
generacije (5G) iskoristi, pored komunikacije, i za lokalizaciju koja
je predmet disertacije.
Cilj je da se ostvari prezicnost procene pozicije za 2 do 3 reda
veliqine bolju od talasne duine nosioca, xto klasiqne metode za dvokoraqnu i jednokoraqnu (direktnu) lokalizaciju ne omoguavaju. Da
bi se to postiglo, koriste se koherentne metode { one koje pored pomaka anvelopa koriste i informacije sadrane u fazama nosioca LOS
komponenti. Da bi se to moglo iskoristiti, potrebno je da u eliji postoji prostorna koherencija LOS komponenti. Zbog toga se istraivanje
pre svega oslanja na male elije (sa LOS uslovima) i milimetarski
(mmWave) opseg (koji ima povoljne uslove prostiranja), ali nije ograniqeno na njih dok god je prethodni uslov zadovoljen.
Korixene su sledee metode istraivanja. Matematiqki je modelovan prostorno koherentni scenario i za njega su izvedene teorijske
granice preciznosti lokalizacije. Zatim su predloene metode lokalizacije. Njihove performanse su analizirane simulacijama i eksperimentalno. Za eksperimente je korixen hardver koji je napravljen u
sklopu istraivanja.
Izvedene su Kramer-Raove granice preciznosti lokalizacije za model signala u prostorno koherentnom scenariju i pokazano je da su
obrnuto srazmerne kvadratu frekvencije nosioca. Predloeno je vixe
tipova metoda za lokalizaciju { nekoherentne, polukoherentne i koherentne; metode za poznatu sekvencu (kooperativan predajnik/korisnik)
i za nepoznatu (nekooperativan predajnik); metode maksimalne verodostojnosti izvedene za jednokorisniqki potpuni LOS sluqaj i potprostorne metode. Predloene koherentne metode su statistiqki efikasne
(njihova preciznost dostie izvedene teorijske granice) i ostvaruju
preciznost za 2 do 3 reda veliqine bolju od talasne duine nosioca.
Analiziran je i sluqaj vixestrukog prostiranja, a metode i tada ostvaruju preciznost za 2 reda veliqine bolju od talasne duine. Takoe
funkcionixu u scenariju sa vixe (i to prostorno bliskih) predajnika
pribline snage. Pritom, potprostorne metode funkcionixu i kad je
interferirajui predajnik za 30 dB vee snage od ciljanog. Svi ovi
rezultati su ostvareni za razumne vrednosti sistemskih parametara,
kao xto su odnosi signal-xum i broj odbiraka. Pored toga, algoritmi
funkcionixu i pri malim odnosima signal-xum, zahvaljujui tome xto
direktno na osnovu sirovih signala procenjuju poziciju, za razliku od
klasiqnih metoda koje gube informacije pravei meuprocene. Dodatna
povoljnost direktne lokalizacije je xto se izbegava numeriqki zahtevan
problem asocijacije. Algoritmi funkcionixu i za kratke opservacione
intervale, zahvaljujui zdruenoj obradi svih spektralnih komponenti
signala.The thesis deals with the problem of direct coherent localization
of wideband radio signal sources, using massive MIMO (Multiple-Input-MultipleOutput) antenna systems in scenarios with spatially coherent LOS (Line-Of-Sight)
signal components. These scenarios are typically found in small cells in the mmWave
(millimeter wave) range in the fifth generation (5G) cellular systems. The localization is based on the processing of signals received by a distributed antenna array
which may include phased antenna subarrays. In this thesis, the idea is to use the
infrastructure of future 5G cellular systems for the localization in the thesis and for
communication as well.
The goal is to achieve position estimation accuracy by 2 to 3 orders of magnitude better than the carrier wavelength, which cannot be achieved by classical
methods for two-step and one-step (direct) localization. In order to achieve that,
coherent methods are used { those that, in addition to the information contained
in envelope shifts, also use the information contained in carrier phase shifts of the
LOS components. Spatial coherence of LOS components in the given cell is required
to allow this information to be used. Thus, the research deals mostly with small
cells (in LOS conditions) and the mmWave range (which has suitable propagation
conditions), but is not limited to them as long as the previous condition is satisfied.
The following research methods were used. A spatially coherent scenario was
mathematically modelled and theoretical localization accuracy bounds were derived
for it. Then, appropriate localization methods were proposed. Their performance
was analyzed by simulations and experimentally. A hardware platform built as a
part of the research was used in the experiments.
Cram´er-Rao bounds on the localization accuracy have been derived for the signal
model for the spatially coherent scenario and it has been shown that they are inversely proportional to the squared carrier frequency. Different types of localization
methods have been proposed { non-coherent, semi-coherent and coherent; knownsequence methods (cooperative transmitter/user) and unknown-sequence methods
(noncooperative transmitter); maximum-likelihood methods derived for the singleuser LOS-only scenario and subspace-based methods. The coherent methods are
statistically efficient (their accuracy approaches the derived theoretical bounds) and
an accuracy by 2 to 3 orders of magnitude better than the carrier wavelength isachieved. Multipath propagation is also analyzed and the methods achieve an accuracy by 2 orders of magnitude better than the carrier wavelength even in that case.
They also perform well in a scenario with multiple (even spatially close) transmitters with comparable powers. Additionally, the subspace-based methods perform
well even if the power of an interfering transmitter is 30 dB higher than that of the
selected one. All of these results are achieved for reasonable values of the system
parameters, such as the signal-to-noise ratio (SNR) and the number of used samples. Also, the algorithms perform well even at low SNRs, thanks to the fact that
they estimate the position directly based on the raw signals, as opposed to classical
methods which reduce the amount of useful information by making intermediate
estimates. Another advantage of direct localization is the fact that the numerically
complex data association problem is evaded. The algorithms also perform well even
for short observation intervals, owing to the joint processing of all the spectral signal
components
Electron-phonon coupling in crystalline organic semiconductors: Microscopic evidence for nonpolaronic charge carriers
We consider electron(hole)-phonon coupling in crystalline organic
semiconductors, using naphthalene for our case study. Employing a
first-principles approach, we compute the changes in the self-consistent
Kohn-Sham potential corresponding to different phonon modes and go on to obtain
the carrier-phonon coupling matrix elements (vertex functions). We then
evaluate perturbatively the quasiparticle spectral residues for electrons at
the bottom of the lowest-unoccupied- (LUMO) and holes at the top of the
highest-occupied (HOMO) band, respectively obtaining and
. Along with the widely accepted notion that the
carrier-phonon coupling strengths in polyacenes decrease with increasing
molecular size, our results provide a strong microscopic evidence for the
previously conjectured nonpolaronic nature of band-like carriers in these
systems.Comment: final, published versio
Cumulant expansion in the Holstein model: Spectral functions and mobility
We examine the range of validity of the second-order cumulant expansion (CE)
for the calculation of spectral functions, quasiparticle properties, and
mobility of the Holstein polaron. We devise an efficient numerical
implementation that allows us to make comparisons in a broad interval of
temperature, electron-phonon coupling, and phonon frequency. For a benchmark,
we use the dynamical mean-field theory (DMFT) which gives, as we have recently
shown, rather accurate spectral functions in the whole parameter space even in
low dimension. We find that in one dimension the CE resolves well both the
quasiparticle and the first satellite peak in a regime of intermediate
coupling. At high temperatures, the charge mobility assumes a power law
in the limit of weak coupling and for
stronger coupling. We find that, for stronger coupling, the CE gives slightly
better results than the self-consistent Migdal approximation (SCMA), while the
one-shot Migdal approximation is appropriate only for a very weak
electron-phonon interaction. We also analyze the atomic limit and the spectral
sum rules. We derive an analytical expression for the moments in CE and find
that they are exact up to the fourth order, as opposed to the SCMA where they
are exact to the third order. Finally, we analyze the results in higher
dimensions.Comment: 22 pages, 14 figures + supp.mat. 12 pages, 9 figure
Symmetry of k·p Hamiltonian in pyramidal InAs/GaAs quantum dots: Application to the calculation of electronic structure
A method for the calculation of the electronic structure of pyramidal self-assembled InAs/GaAs quantum dots is presented. The method is based on exploiting the C-4 symmetry of the 8-band k·p Hamiltonian with the strain taken into account via the continuum mechanical model. The operators representing symmetry group elements were represented in the plane wave basis and the group projectors were used to find the symmetry adapted basis in which the corresponding Hamiltonian matrix is block diagonal with four blocks of approximately equal size. The quantum number of total quasiangular momentum is introduced and the states are classified according to its value. Selection rules for interaction with electromagnetic field in the dipole approximation are derived. The method was applied to calculate electron and hole quasibound states in a periodic array of vertically stacked pyramidal self-assembled InAs/GaAs quantum dots for different values of the distance between the dots and external axial magnetic field. As the distance between the dots in an array is varied, an interesting effect of simultaneous change of ground hole state symmetry, type, and the sign of miniband effective mass is predicted. This effect is explained in terms of the change of biaxial strain. It is also found that the magnetic field splitting of Kramer's double degenerate states is most prominent for the first and second excited state in the conduction band and that the magnetic field can both separate otherwise overlapping minibands and concatenate otherwise nonoverlapping minibands
Quantum transport in semiconductor quantum dot superlattices: electron-phonon resonances and polaron effects
Electron transport in periodic quantum dot arrays in the presence of
interactions with phonons was investigated using the formalism of
nonequilibrium Green's functions. The self-consistent Born approximation was
used to model the self-energies. Its validity was checked by comparison with
the results obtained by direct diagonalization of the Hamiltonian of
interacting electrons and longitudinal optical phonons. The nature of charge
transport at electron -- phonon resonances was investigated in detail and
contributions from scattering and coherent tunnelling to the current were
identified. It was found that at larger values of the structure period the main
peak in the current -- field characteristics exhibits a doublet structure which
was shown to be a transport signature of polaron effects. At smaller values of
the period, electron -- phonon resonances cause multiple peaks in the
characteristics. A phenomenological model for treatment of nonuniformities of a
realistic quantum dot ensemble was also introduced to estimate the influence of
nonuniformities on current -- field characteristics