Metody fuzji danych ilościowych i jakościowych wykorzystujące optymalizację grafu ograniczeń w problemie jednoczesnej samolokalizacji i budowy mapy środowiska

2016/20/T/ST7/00396

Descriptors

  • ST6_7: Sztuczna inteligencja, systemy inteligentne i wieloagentowe
  • ST7_10: Robotyka

Panel

ST7 – Systems and communication engineering: electronics, communication, optoelectronics

Host institution

Politechnika Poznańska, Wydział Elektryczny

Voivodeship: wielkopolskie

Other projects carried out by the institution »

Principal investigator (from the host institution)

Michał Ryszard Nowicki

Number of co-investigators in the project: 2

Call

ETIUDA 4 – announced on 2015-12-15

Amount awarded
66 352 PLN
Project start date
2016-10-01
Project end date
2017-09-30
Project duration
12 months (the same as in the proposal)
Project status
Project settled

Project description

Download the project description in a pdf file

Note — project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

Publication in academic press/journals (5)

  1. Optimization-based Legged Odometry and Sensor Fusion for Legged Robot Continuous Localization

    Authors:
    Dominik Belter, Michał Nowicki
    Academic press:
    Robotics and Autonomous Systems (year: 2019, volume: 111, pages: 110-124), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.robot.2018.10.013 – link to the publication
  2. A Multi-User Personal Indoor Localization System Employing Graph-Based Optimization

    Authors:
    Michał R. Nowicki, Piotr Skrzypczyński
    Academic press:
    MDPI Sensors (year: 2019, volume: 19(1), pages: 157), Publisher: MDPI
    Status:
    Published
    DOI:
    10.3390/s19010157 – link to the publication
  3. An experimental study on feature-based SLAM for multi-legged robots with RGB-D sensors

    Authors:
    Michał R. Nowicki, Dominik Belter, Aleksander Kostusiak, Petr Cížek, Jan Faigl, Piotr Skrzypczyński
    Academic press:
    Industrial Robot: An International Journal (year: 2017, volume: 44 (4), pages: 428-441), Publisher: Emerald Publishing
    Status:
    Published
    DOI:
    10.1108/IR-11-2016-0340 – link to the publication
  4. Real-Time Visual Place Recognition for Personal Localization on a Mobile Device

    Authors:
    Michał R. Nowicki, Jan Wietrzykowski, Piotr Skrzypczyński
    Academic press:
    Wireless Personal Communications (year: 2017, volume: 97, pages: 213-244), Publisher: Springer Nature
    Status:
    Published
    DOI:
    10.1007/s11277-017-4502-y – link to the publication
  5. Modeling spatial uncertainty of point features in feature-based RGB-D SLAM

    Authors:
    Dominik Belter, Michał Nowicki, Piotr Skrzypczyński
    Academic press:
    Machine Vision and Applications (year: 2018, volume: 29 (5), pages: 827-844), Publisher: Springer Berlin Heidelberg
    Status:
    Published
    DOI:
    10.1007/s00138-018-0936-9 – link to the publication

Articles in post-conference publications (1)

  1. Non-metric constraints in the graph-based optimization for personal indoor localization

    Authors:
    Michał Nowicki
    Conference:
    IEEE Systems, Man and Cybernetics (year: 2018, pages: 3373-3379), Publisher: IEEE
    Date:
    conference 7-10.10.2018
    Status:
    Published

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Graphic design and implementation: Jakub Piotrowski