Wyniki wyszukiwania dla: kasami codes

• Predicting seismic response of SMRFs founded on different soil types using machine learning techniques

  Publikacja

  • F. Kazemi
  • N. Asgarkhani
  • R. Jankowski

  - ENGINEERING STRUCTURES - Rok 2023

  Predicting the Maximum Interstory Drift Ratio (M-IDR) of Steel Moment-Resisting Frames (SMRFs) is a useful tool for designers to approximately evaluate the vulnerability of SMRFs. This study aims to explore supervised Machine Learning (ML) algorithms to build a surrogate prediction model for SMRFs to reduce the need for complex modeling. For this purpose, twenty well-known ML algorithms implemented in Python software are trained...

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• Machine learning-based seismic fragility and seismic vulnerability assessment of reinforced concrete structures

  Publikacja

  • F. Kazemi
  • N. Asgarkhani
  • R. Jankowski

  - SOIL DYNAMICS AND EARTHQUAKE ENGINEERING - Rok 2023

  Many studies have been performed to put quantifying uncertainties into the seismic risk assessment of reinforced concrete (RC) buildings. This paper provides a risk-assessment support tool for purpose of retrofitting and potential design strategies of RC buildings. Machine Learning (ML) algorithms were developed in Python software by innovative methods of hyperparameter optimization, such as halving search, grid search, random...

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• Machine learning-based seismic response and performance assessment of reinforced concrete buildings

  Publikacja

  • F. Kazemi
  • N. Asgarkhani
  • R. Jankowski

  - Archives of Civil and Mechanical Engineering - Rok 2023

  Complexity and unpredictability nature of earthquakes makes them unique external loads that there is no unique formula used for the prediction of seismic responses. Hence, this research aims to implement the most well-known Machine Learning (ML) methods in Python software to propose a prediction model for seismic response and performance assessment of Reinforced Concrete Moment-Resisting Frames (RC MRFs). To prepare 92,400 data...

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• Machine learning-based prediction of residual drift and seismic risk assessment of steel moment-resisting frames considering soil-structure interaction

  Publikacja

  • N. Asgarkhani
  • F. Kazemi
  • R. Jankowski

  - COMPUTERS & STRUCTURES - Rok 2023

  Nowadays, due to improvements in seismic codes and computational devices, retrofitting buildings is an important topic, in which, permanent deformation of buildings, known as Residual Interstory Drift Ratio (RIDR), plays a crucial role. To provide an accurate yet reliable prediction model, 32 improved Machine Learning (ML) algorithms were considered using the Python software to investigate the best method for estimating Maximum...

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• Enhancing seismic performance of buckling-restrained brace frames equipped with innovative bracing systems

  Publikacja

  • B. Mohebi
  • M. Sartipi
  • F. Kazemi

  - Archives of Civil and Mechanical Engineering - Rok 2023

  Nowadays, to improve the performance of conventional bracing systems, in which, buckling in the pressure loads is the main disadvantage, the buckling-restrained brace (BRB) is introduced as a solution. In this study, the performance of the BRB system was improved with innovative lateral-resisting systems of double-stage yield buckling-restrained brace (DYB), and a combination of DYB improved with shape memory alloy (SMA) materials...

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• Seismic Response Analysis of Knee-Braced Steel Frames Using Ni-Ti Shape Memory Alloys (SMAs)

  Publikacja

  • B. Mohebi
  • F. Kazemi
  • A. Yousefi

  - Rok 2023

  Shape Memory Alloys (SMAs) are known as active materials that can be widely ‎used for structural purposes due to their flag-shape behavior under loading and ‎reloading. Their unique characteristics provided a potential solution for civil engi-‎neers especially to model buildings with the capability of dissipating seismic en-‎ergy. In this study, the main purpose is to explore the seismic behavior of Knee-‎Braced Frames (KBFs) and...

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• Enhancing Seismic Performance of Semi-rigid Connection Using Shape Memory Alloy Bolts Considering Nonlinear Soil–Structure Interaction

  Publikacja

  • B. Mohebi
  • F. Kazemi
  • A. Yousefi

  - Rok 2023

  Steel Moment-Resisting Frames (SMRFs) have their lateral resistance for their rigid connections, while real conditions have shown that the rigidity of a connection depends on the bolts and the end-plate thickness, which may not provide the assumed rigidity in design process. In this research, the main goal is to enhance the semi-rigid connections using shape memory alloy (SMA) bolts and explore their effects on the seismic limit-state...

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• Optimal retrofit strategy using viscous dampers between adjacent RC and SMRFs prone to earthquake‑induced pounding

  Publikacja

  • N. Asgarkhani
  • F. Kazemi
  • R. Jankowski

  - Archives of Civil and Mechanical Engineering - Rok 2023

  Nowadays, retrofitting-damaged buildings is an important challenge for engineers. Finding the optimal placement of Viscous Dampers (VDs) between adjacent structures prone to earthquake-induced pounding can help designers to implement VDs with optimizing the cost of construction and achieving higher performance levels for both structures. In this research, the optimal placement of linear and nonlinear VDs between the 3-story, 5-story,...

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• Generation of chirality in 4,4'-azopyridine by co-crystallization with optically active dicarboxylic acids

  Publikacja

  • A. Wasilewska
  • M. J. Milewska
  • M. Gdaniec
  • T. Połoński

  - TETRAHEDRON-ASYMMETRY - Rok 2009

  Otrzymano kokryształy anti-4,4'-azopirydyny z optycznie czynnymi kwasai: 9,10-dihydro-9,10-etanoantraceno-11,12-dikarboksylowym i trans-1,2-cykloheksnodikarboksylowym. Następnie pomierzono dichroizm kołowy otrzymanych kryształów. Dodatni znak efektu Cottona, odpowiadający niskoenergetycznemu wzbudzeniu elektronowemu n-pi*, został skorelowany z M helikalnością skręconego chromoforu Ar-N=N. Absolutna konfiguracja skręconej cząsteczki...

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• Charakterystyka podatku od dochodów z kapitałów pieniężnych w Polsce

  Publikacja

  • K. Zawadzki
  • A. Laszuk

  - Rok 2007

  W opracowaniu scharateryzowany został podatek od dochodów z kapitałów pieniężnych w POlsce. Autorzy przybliżają genezę poboru podatku i jego podstawowe funkcje, odnosząc się przy tym do porównań z innymi krajami Unii Europejskiej. Zwracają przy tym uwagę na fakt,iż pomimo małego prawdopodobieństwa całkowitego zniesienia poboru tego podatku w Polsce, warto wziąć pod uwagę możliwość jego częściowego ograniczenia, po spełnieniu określonych...

• Identyfikacja i diagnostyka procesu oczyszczania ścieków przy użyciu metody MS-PCA

  Publikacja

  • A. Borowa
  • K. Mazur
  • M. Brdyś

  - Rok 2005

  Połączenie algorytmu PCA z dekompozycją falkową pozwala na wiarygodną identyfikację i diagnostykę procesu z wieloma skalami czasu. Niniejszy artykuł pokazuje jak przy pomocy wspomianego narzedzia określić stan pracy obiektu oraz odpowiednio szybko wykryć uszkodzenia (np. czujników pomiarowych) lub stany awaryjne obiektu jakim jest oczyszczalnia ścieków. Przedstawiony jest przykład detekcji błędów pomiarowych (stężenie tlenu w komorze...

• On the mechanism of oscillations in three-phase system containing coationc surfactant and nitrobenzene liquid membrane

  Publikacja

  • M. Szpakowska

  - Rok 2005

  Obserwuje się oscylacje różnicy potencjału elektochemicznego między fazami wodnymi oscylatora zawierającego bromek heksadecylotrimetyloamoniowy. Ta różnica potencjału składa sie z potencjałów na granicach faz między membraną a fazą wodną donorową oraz membraną a fazą wodną akceptorową. Wykazano, że oscylacje zachodzą na granicy fazy akceptorowej i membrany. Są one spowodowane procesami adsorpcji/desorpcji pary jonowej surfaktantu...

• Detection of defects in PMMA beam using shear waves - numerical simulation and experiment

  Publikacja

  • P. Żółtowski
  • K. Wilde

  - Rok 2005

  Test doświadczalny falami sprężystymi jest częścią systemu diagnostycznego belek. Autorzy badają pole przyspieszeń wywołane przepływem fal ultradźwiękowych i jego modyfikacje wynikające z wprowadzonych uszkodzeń belki. Artykuł porównuje wyniki eksperymentalne z symulacjami numerycznymi MES. The experimental test introduced in the paper is the part of the diagnostic system utilizing the elastic waves. The authors investigate the...

• Przedstawiciele krajów i narodów zamieszkujących w Gdańsku po 1989 roku

  Publikacja

  • J. Ślęzak

  - Rok 2011

  Szacuje się, że obecnie w Polsce jest od 1,2 do 1,6 miliona przedstawicieli mniejszości narodowych, co stanowi 3-4 procent wszystkich obywateli. Niemałe ich skupiska zamieszkują w Gdańsku. Wśród nich są Białorusini, Cyganie(Romowie), Grecy, Karaimi, Litwini, Macedończycy, Niemcy, Ormianie, Rosjanie, Tatarzy, Ukraińcy, Żydzi. Obecni są też przedstawiciele niemal wszystkich narodów i kontynentów świata, a w ostatnich latach wyraźnie...

• Degradacja i uszkodzenia podbudowy jako przyczyny awarii betonowych posadzek przemysłowych

  Publikacja

  • S. Świątek-Żołyńska
  • M. Niedostatkiewicz
  • W. Ryżyński

  - Rok 2024

  Posadzki i nawierzchnie betonowe doznają podczas użytkowania zróżnicowanych w swojej skali i czasie degradacji takich jak spękania, zarysowania i klawiszowanie płyt. Część z tych uszkodzeń jest spowodowana wadami wykonania, niską jakością betonu lub błędami projektowymi płyty konstrukcyjnej, ale w znacznej części jest to związane z wadliwą podbudową. Podbudowa jest bowiem istotnym elementem składowym posadzki, zapewniającym wymaganą...

• Reconstruction of 3D structure of positive corona streamer by local methods

  Publikacja

  • M. Kocik
  • M. Tański
  • J. Mizeraczyk
  • R. Ichiki
  • S. Kanazawa
  • J. Dembski

  - Rok 2009

  The computer algorithms were used for reconstruction of streamer 3D structure. We propose the 3D tree structure model of corona discharge streamer composed with nodes and edges between chosen couples of nodes, which enables easy computation of some important parameters ofstreamers. The 3D model can be derived directly from two projection images by global methods like evolutionary searching or particle simulations. In this paper...

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• A Comparison of Directional Beamforming Capabilities: High-Order Ambisonic Microphone vs. Shotgun Microphones

  Publikacja

  • P. Perkowski
  • P. Pławczyk
  • B. Mróz
  • J. Kotus
  • E. Kujawska
  • K. Klonowski
  • R. Wierzbicki
  • P. Kosior

  - Rok 2024

  This article presents the practical implications of the directional beamforming capability of a higher-order ambisonic microphone compared with popular shotgun microphones. Five different microphones were used in the study: Sennheiser MKH 416, Rode NTG2, Panasonic AG-MC200, Zoom SGH-6, and Zylia ZM-1 (ambisonic microphone). The results highlight the versatility of higher-order ambisonics for non-immersive use, which allows for...

  Pełny tekst do pobrania w serwisie zewnętrznym

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024671391]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 50 - Tissue image [531073001583571]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: VS200 Olympus slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024676511]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 62 - Tissue image [9020730024818401]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 62 - Tissue image [9020730024819081]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [322063002467521]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024678601]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 62 - Tissue image [3300730069467461]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024673531]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024675741]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024673501]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [322063002467321]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024679081]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [322063002467181]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024679761]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024677541]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024679561]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024674621]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024676361]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 50 - Tissue image [5310730015832581]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: VS200 Olympus slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024673551]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 50 - Tissue image [5310730015838081]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: VS200 Olympus slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 62 - Tissue image [90207300248191]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024676221]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 62 - Tissue image [9020730024819121]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024679541]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 62 - Tissue image [902073002481211]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Lymph node axilla, arm - Female, 50 - Tissue image [7040247104944131]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: VS200 Olympus slide scanner (20x magnification) and saved to DICOM format.

• LYMPH NODES, Para-aortic lymph node - Female, 62 - Tissue image [3220630024671071]

  Dane Badawcze

  open access

  • Gdański Uniwersytet Medyczny

  This is the histopathological image of LYMPH NODES tissue sample obtained in Medical University Gdańsk and deposited in ZMDL-GUMED. The sample image was taken using: Pannoramic 250 3DHistech slide scanner (20x magnification) and saved to DICOM format.

• Forced vibrations in a dynamic system that is damped by a mechanism that trans-pass through its singular position

  Publikacja

  • K. Lipiński

  - Rok 2017

  In the paper, vibrations of a hybrid multibody-continuous system are investigated. For all the mechanical devices, effective damping methods are crucial in the design process. To obtain it, installation of viscous dampers or elasto-viscous elements is dominant. In the paper, an alternative method is investigated. It is based on modal disparity. To describe the method briefly, when structural damping is present in continuous systems,...

• Badanie jakości transmisji w interfejsie radiowym MC-CDMA

  Publikacja

  • A. Marczak

  - Zeszyty Naukowe Wydziału ETI Politechniki Gdańskiej. Technologie Informacyjne - Rok 2010

  Technika MC-CDMA (ang. Multi-Carrier Code Division Multiple Access) powstała z połączenia dwóch wcześniej stosowanych technik dostępu radiowego: CDMA (ang. Code Division Multiple Access) i OFDM (ang. Orthogonal Frequency-Division Multiplexing) i posiada zalety obu tych technologii. W referacie przedstawiona została budowa nadajnika i odbiornika dla tego interfejsu radiowego oraz wyniki badań symulacyjnych jakości transmisji w tym...

• Podstawy Informatyki (IŚ sII, stacj., 22/23)

  Kursy Online

  • D. Kalinowska
  • W. Gorczewska-Langner
  • P. Wielgat
  • W. Artichowicz

  Nauka podstaw programowania i pracy z danymi związanymi z inżynierią środowiska. Zaawansowana obsługa arkusza kalkulacyjnego, programowanie obliczeń w języku Python, praca z bazami danych SQL.

• Podstawy Informatyki I (sem. IV IŚ, stacj. 22/23)

  Kursy Online

  • D. Kalinowska
  • W. Gorczewska-Langner
  • P. Wielgat
  • W. Artichowicz

  Nauka podstaw programowania i pracy z danymi związanymi z inżynierią środowiska. Zaawansowana obsługa arkusza kalkulacyjnego, programowanie obliczeń w języku Python, praca z bazami danych SQL.