Influence of data clouds fusion from 3D real-time vision system on robotic group dead reckoning in unknown terrain

Research output: Journal contributionsJournal articlesResearchpeer-review

Authors

  • Mykhailo Ivanov
  • Oleg Sergyienko
  • Vera Tyrsa
  • Lars Lindner
  • Wendy Flores-Fuentes
  • Julio Cesar Rodriguez-Quinonez
  • Wilmar Hernandez
  • Paolo Mercorelli

This paper proposes the solution of tasks set required for autonomous robotic group behavior optimization during the mission on a distributed area in a cluttered hazardous terrain. The navigation scheme uses the benefits of the original real-Time technical vision system TVS based on a dynamic triangulation principle. The method uses TVS output data with fuzzy logic rules processing for resolution stabilization. Based on previous researches, the dynamic communication network model is modified to implement the propagation of information with a feedback method for more stable data exchange inside the robotic group. According to the comparative analysis of approximation methods, in this paper authors are proposing to use two-steps post-processing path planning aiming to get a smooth and energy-saving trajectory. The article provides a wide range of studies and computational experiment results for different scenarios for evaluation of common cloud point influence on robotic motion planning.

Original languageEnglish
JournalIEEE/CAA Journal of Automatica Sinica
Volume7
Issue number2
Pages (from-to)368-385
Number of pages18
ISSN2329-9266
DOIs
Publication statusPublished - 01.03.2020

Links

DOI

Recently viewed

Activities

  1. Is Transaction Cost Theory a useful Perspective for Make-and-Buy?
  2. Evidence-based governance or governance learning? How policy-makers design participation processes for EU Floods Directive implementation
  3. „Don't forget: the archive!“ – Collecting Non-Archives for the Post-Media Condition - 2013
  4. Crazy, Classified City Life - Hackfeminist Future-Making Practices between Dystopia and Utopia, Predictability and Possibility
  5. Methodology, Resources, Issues, and Challenges in Nazi-Era Provenance Research
  6. Investigation of the evolution and kinetics of temperature-driven intermetallic compound during solid-state joining of an Al-Mg alloy via the multiphase-field method
  7. Surviving in the wild: determinants and practices of strategic initiative development
  8. Emerging Visions of Seamless Travel: (En)Countering Camouflaged Sovereignty at the Frictionless Border
  9. Technische Universität Lodz
  10. “Will I look have I something?” Pragmatic variation across the Englishes
  11. Object-oriented scarcity as a technology of governmentality
  12. PEAR - Provenance Event and Archives Reconciliation
  13. Universität Wien
  14. Modeling Self-Organization (3rd International Conference of the ESHS)
  15. Policy learning and evidence-based governance in mandated participatory planning
  16. Plenary Speaker at the 2021 4th IEEE International Conference on Information Communication and Signal Processing (ICICSP 2021)
  17. Different cultures, different interactional norms: Addressing variation across the Englishes (Carl von Ossietzsky Universität)
  18. 2nd International Conference on Control, Decision and Information Technologies - CoDIT 2014

Publications

  1. Finite element modeling of laser beam welding for residual stress calculation
  2. Safer Spaces
  3. RAWSim-O: A Simulation Framework for Robotic Mobile Fulfillment Systems
  4. Perfectly nested or significantly nested - an important difference for conservation management
  5. A Unified Contextual Bandit Framework for Long- and Short-Term Recommendations
  6. Dynamic Inversion-Enhanced U-Control of Quadrotor Trajectory Tracking
  7. Effectiveness of self-generation during learning is dependent on individual differences in need for cognition
  8. Implementation of Chemometric Tools to Improve Data Mining and Prioritization in LC-HRMS for Nontarget Screening of Organic Micropollutants in Complex Water Matrixes
  9. German Utilities and distributed PV
  10. Study of the solidification of AS alloys combining in situ synchrotron diffraction and differential scanning calorimetry
  11. What role for frames in scalar conflicts?
  12. Determinants of entrepreneurial intent: A meta-analytic test and integration of competing models
  13. High-precision frequency measurements: indispensable tools at the core of the molecular-level analysis of complex systems.
  14. Early subtropical forest growth is driven by community mean trait values and functional diversity rather than the abiotic environment
  15. Perceptron and SVM learning with generalized cost models
  16. Interplay of formative assessment and instructional quality—interactive effects on students’ mathematics achievement
  17. Methods in Writing Process Research
  18. Modelling lateness and schedule reliability
  19. Comparative study on the dehydrogenation properties of TiCl4-doped LiAlH4 using different doping techniques
  20. Why Fun Matters: In Search of Emergent Playful Experiences
  21. Internet research differs from research on internet users
  22. Guest Editorial
  23. Toward a gecko-inspired, climbing soft robot
  24. Does symbolic representation through class signalling appeal to voters? Evidence from a conjoint experiment
  25. Application of friction surfacing for solid state additive manufacturing of cylindrical shell structures
  26. I&EC 18-Small particle size magnesium in one-pot Grignard-Zerewitinoff reactions: Kinetics of and practical application to reductive dechlorination of persistent organic pollutants