Rafał Typiak

Dr. Rafał Typiak

Military University of Technology
orcid

Research Focus & Metrics

Academic Career Length

14Years (2013-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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29 October 2020 in Sensors
Verified
Journal Article
Open access
PDF file
Łukasz RykałaŁukasz Rykała
Łukasz Rykała
ATAndrzej Typiak
Andrzej Typiak
RTRafał Typiak
Rafał Typiak
Ultra-wideband (UWB) technology is one of the most promising wireless communication technologies. Examples of UWB applications include, among others, radiocommunication devices and location systems, due to their operating range, ability to work in outdoor environments, and resistance to multipath effects. This article focuses on the use of UWB technology in constructing a guide localization system for an unmanned ground vehicle (UGV), which is one of the stages of implementing a “follow me” system. This article describes the complete process of UWB signal processing from its acquisition, methods of filtering, and obtained results, to determining the location of the guide. This article examines the possibility of using modified versions of localization algorithms for determining the guide’s location, including trilateration, methods of nonlinear programming, and a geometric algorithm proposed by us. The innovation of this study consists in the implementation of an algorithm that changes the selection of equations (mathematical model) for determining location based on the number of available measurements from UWB sensors.

3 September 2021 in Energies
Verified
Journal Article
Open access
PDF file
RTRafał Typiak
Rafał Typiak
Łukasz RykałaŁukasz Rykała
Łukasz Rykała
ATAndrzej Typiak
Andrzej Typiak
Unmanned Ground Vehicles (UGV) are devices capable of performing basic working movements without the operator being in their immediate working environment. Their capabilities include but are not limited to the perception of the environment with the use of sensors, determining the platform’s position, and planning and executing its movement. Ultra Wideband (UWB) is one of the wireless communication technologies which is increasingly used in location systems. This article presents the use of UWB technology in developing a guide localization system for a UGV (one of the stages of implementing a follow-me system). The article describes tests carried out on the developed testbed. Their aim was to determine the hardware configuration of the anchor arrangement characterized by the minimum number of lost data packets during operation. In order to determine the influence of the analysed variables on the output values, the method of global sensitivity analysis for neural networks was used.

30 October 2022 in Sensors
Verified
Journal Article
Open access
PDF file
Łukasz RykałaŁukasz Rykała
Łukasz Rykała
ATAndrzej Typiak
Andrzej Typiak
RTRafał Typiak
Rafał Typiak
MRMagdalena Rykała
Magdalena Rykała
Unmanned ground vehicles (UGVs) are technically complex machines to operate in difficult or dangerous environmental conditions. In recent years, there has been an increase in research on so called “following vehicles”. The said concept introduces a guide—an object that sets the route the platform should follow. Afterwards, the role of the UGV is to reproduce the mentioned path. The article is based on the field test results of an outdoor localization subsystem using ultra-wideband technology. It focuses on determining the guide’s route using a smoothing spline for constructing a UGV’s path planning subsystem, which is one of the stages for implementing a “follow-me” system. It has been shown that the use of a smoothing spline, due to the implemented mathematical model, allows for recreating the guide’s path in the event of data decay lasting up to a several seconds. The innovation of this article originates from influencing studies on the smoothing parameter of the estimation errors of the guide’s location.

14 September 2024 in Applied Sciences
Verified
Journal Article
Open access
PDF file
KCKarol Cieślik
Karol Cieślik
PKPiotr Krogul
Piotr Krogul
TMTomasz Muszyński
Tomasz Muszyński
MPMirosław Przybysz
Mirosław Przybysz
Arkadiusz RubiecArkadiusz Rubiec
Arkadiusz Rubiec
RTRafał Typiak
Rafał Typiak
Many fields, where human health and life are at risk, are increasingly utilizing mobile robots and UGVs (Unmanned Ground Vehicles). They typically operate in teleoperation mode (control based on the projected image, outside the operator’s direct field of view), as autonomy is not yet sufficiently developed and key decisions should be made by the man. Fast and effective decision making requires a high level of situational and action awareness. It relies primarily on visualizing the robot’s surroundings and end effectors using cameras and displays. This study aims to compare the effectiveness of three solutions of robot area imaging systems using the simultaneous transmission of images from three cameras while driving a UGV in complex terrain.

2 August 2023 in Applied Sciences
Verified
Journal Article
Open access
PDF file
PKPiotr Krogul
Piotr Krogul
KCKarol Cieślik
Karol Cieślik
Marian LopatkaMarian Lopatka
Marian Lopatka
MPMirosław Przybysz
Mirosław Przybysz
Arkadiusz RubiecArkadiusz Rubiec
Arkadiusz Rubiec
RTRafał Typiak
Rafał Typiak
More and more commonly, manipulators and robots equipped with effectors are used to replace humans in the implementation of tasks that require significant working abilities or are used in dangerous zones. These constructions have considerable ranges and are capable of carrying heavy loads. The specificity of the tasks performed with the use of mentioned devices requires their control by a human. Intuitive tracking systems are used to control them. Problems in their use result from the kinematic amplification between the effector and the operator’s hand. Proper design of the drive and control systems for these manipulators requires knowledge of the maximum velocities of the manipulator’s effectors, which significantly depend on the scale ratio. The article presents the results of the effector’s velocity movements while performing a specific task by the operator’s hand with different velocities and scale ratios.

1 October 2013 in Solid State Phenomena
Verified
Journal Article
Closed access
PDF file
RTRafał Typiak
Rafał Typiak
The article showcases a concept of using multiple Unmanned Engineering Machines (UEMs) for carrying out a single, complex engineering task. Major part of it focuses on the overall structure of the system and the way in allows to interact between the human-operator and the UEMs. Controlling a single machine requires a lot from the operator in terms of concentration and managing a lot of data. Having him simply command several different units would create the level of stress exponentially. That is why the paper presents a series of mechanisms which could take the unnecessary load from the operator during task execution. Lastly, it proposes a small scale execution scenario of proposed solutions using UEMs constructed by the Machine Building Faculty of the Military University of Technology (MUT).