scholarly journals Autonomous drone race: A computationally efficient vision-based navigation and control strategy

2020 ◽  
Vol 133 ◽  
pp. 103621 ◽  
Author(s):  
Shuo Li ◽  
Michaël M.O.I. Ozo ◽  
Christophe De Wagter ◽  
Guido C.H.E. de Croon
2021 ◽  
Author(s):  
Artur Cyba ◽  
Hubert Szolc ◽  
Tomasz Kryjak

In this paper, we present a control system that allows a drone to fly autonomously through a series of gates marked with ArUco tags. A simple and low-cost DJI Tello EDU quad-rotor platform was used. Based on the API provided by the manufacturer, we have created a Python application that enables the communication with the drone over WiFi, realises drone positioning based on visual feedback, and generates control. Two control strategies were proposed, compared, and critically analysed. In addition, the accuracy of the positioning method used was measured.<br>The application was evaluated on a laptop computer (about 40 fps) and a Nvidia Jetson TX2 embedded GPU platform (about 25 fps). We provide the developed code on GitHub. <br>


2021 ◽  
Author(s):  
Artur Cyba ◽  
Hubert Szolc ◽  
Tomasz Kryjak

In this paper, we present a control system that allows a drone to fly autonomously through a series of gates marked with ArUco tags. A simple and low-cost DJI Tello EDU quad-rotor platform was used. Based on the API provided by the manufacturer, we have created a Python application that enables the communication with the drone over WiFi, realises drone positioning based on visual feedback, and generates control. Two control strategies were proposed, compared, and critically analysed. In addition, the accuracy of the positioning method used was measured.<br>The application was evaluated on a laptop computer (about 40 fps) and a Nvidia Jetson TX2 embedded GPU platform (about 25 fps). We provide the developed code on GitHub. <br>


2017 ◽  
Vol 33 (1) ◽  
pp. 214-219 ◽  
Author(s):  
Konstantinos Karydis ◽  
Ioannis Poulakakis ◽  
Herbert G. Tanner

Author(s):  
P. Palanichamy

<p>Programmed marine navigation and control is a vital piece of savvy vehicle control framework. It incorporates course keeping, and the course is evolving. Its primary design is to guarantee that boats cruise in the provided guidance consequently disregarding changes in ocean conditions, wind and different, unsettling influences. Fuzzy control is the verifiable truth that Fuzzy rationale frameworks require no exact scientific models of the framework under control. Expansion rationale, given expansion set, is to explore the different issue. The blend of development hypothesis and control theory brought another sort of wise control augmentation control. This paper presents Fuzzy augmentation control strategy for marine directing. The paper set up the model of Fuzzy augmentation control framework and concentrated the outline of Fuzzy augmentation controller. Recreation comes about show that the control strategy is profitable.</p>


TAPPI Journal ◽  
2018 ◽  
Vol 17 (05) ◽  
pp. 295-305
Author(s):  
Wesley Gilbert ◽  
Ivan Trush ◽  
Bruce Allison ◽  
Randy Reimer ◽  
Howard Mason

Normal practice in continuous digester operation is to set the production rate through the chip meter speed. This speed is seldom, if ever, adjusted except to change production, and most of the other digester inputs are ratioed to it. The inherent assumption is that constant chip meter speed equates to constant dry mass flow of chips. This is seldom, if ever, true. As a result, the actual production rate, effective alkali (EA)-to-wood and liquor-to-wood ratios may vary substantially from assumed values. This increases process variability and decreases profits. In this report, a new continuous digester production rate control strategy is developed that addresses this shortcoming. A new noncontacting near infrared–based chip moisture sensor is combined with the existing weightometer signal to estimate the actual dry chip mass feedrate entering the digester. The estimated feedrate is then used to implement a novel feedback control strategy that adjusts the chip meter speed to maintain the dry chip feedrate at the target value. The report details the results of applying the new measurements and control strategy to a dual vessel continuous digester.


2014 ◽  
Vol 9 (4) ◽  
pp. 792 ◽  
Author(s):  
Anna Pinnarelli ◽  
Giuseppe Barone ◽  
Giovanni Brusco ◽  
Alessandro Burgio ◽  
Daniele Menniti ◽  
...  

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