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JOURNALS // News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences // Archive

News of the Kabardin-Balkar scientific center of RAS, 2019 Issue 3, Pages 15–22 (Mi izkab32)

This article is cited in 1 paper

COMPUTER SCIENCE. CALCULATION EQUIPMENT. MANAGEMENT

Development of a software model for a robot combine control system

O. V. Nagoeva, M. I. Anchekov

Institute of Computer Science and Problems of Regional Management – branch of Federal public budgetary scientific establishment "Federal scientific center "Kabardin-Balkar Scientific Center of the Russian Academy of Sciences", 360000, KBR, Nalchik, 37-a, I. Armand St.

Abstract: The article deals with the task of developing a software model of a robot combine control system. The object of the research is a hardware-software complex for scanning of plantings and adaptive control of a robot combine. The solution of the control problem is based on the application of the distributed adaptive learning automatic system MURKA. In order to implement the cross-platform and high-performance software being developed, Qt, Boost, OpenMP, CUDA libraries were used. The implementation of the software simulation environment is based on the Unity 3d engine and allows a highly detailed model to simulate the environment in which the robot operates and which it observes through stereoscopic (binocular) vision. The simulation environment allows to pre-teach systems of recognition, decision making and management, which significantly reduces the cost of developing and implementing software.

Keywords: transport platforms, robotic systems, multi-agent system, recognition, adaptive control system.

UDC: 004.5

Received: 31.05.2019

DOI: 10.35330/1991-6639-2019-3-89-15-22



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