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Adaptive Dynamic Window Approach for Local Navigation
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020Local navigation is an essential ability of any mobile robot working in a real-world environment. One of the most commonly used methods for local navigation is the Dynamic Window Approach (DWA), which heavily depends on the settings of the parameters in its cost function.
Matej Dobrevski, Danijel Skocaj
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Follow the Gap with Dynamic Window Approach
International Journal of Semantic Computing, 2018Follow the Gap Method (FGM) is an obstacle avoidance method which uses gap arrays. This method recursively directs the robot to the goal state while avoiding the obstacles through the safest gap. Since FGM is a geometric method, it does not consider the robot dynamics. For this reason, oscillations or collisions due to robot dynamics are possible.
Aykut Özdemir, Volkan Sezer
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IEEE Intelligent Transportation Systems Magazine, 2023
Unmanned surface vessel (USV) autonomous navigation on the open sea involving real-time path planning and collision avoidance is still one of the essential problems to ensure the USV’s safe and efficient navigation.
Wei Guan, Kuo Wang
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Unmanned surface vessel (USV) autonomous navigation on the open sea involving real-time path planning and collision avoidance is still one of the essential problems to ensure the USV’s safe and efficient navigation.
Wei Guan, Kuo Wang
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Improved Dynamic Window Approach for Dynamic Obstacle Avoidance of Quadruped Robots
IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society, 2020This paper studies dynamic obstacle avoidance strategies of quadruped robots in an unknown and dynamically changing environment. Different from classical navigation problems with static environment, an unknown number of moving obstacles with unknown dynamics are present in the scenario considered in this paper.
Zhiming Chen +4 more
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Predictive Collision Avoidance for the Dynamic Window Approach
2019 International Conference on Robotics and Automation (ICRA), 2019Foresighted navigation is an essential skill for robots to rise from rigid factory floor installations to much more versatile mobile robots that partake in our everyday environment. The current state of the art that provides this mobility to some extent is the Dynamic Window Approach combined with a global start-to-target path planner. However, neither
Marcell Missura, Maren Bennewitz
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A convergent dynamic window approach to obstacle avoidance
IEEE Transactions on Robotics, 2005The dynamic window approach (DWA) is a well-known navigation scheme developed by Fox et al. and extended by Brock and Khatib. It is safe by construction, and has been shown to perform very efficiently in experimental setups. However, one can construct examples where the proposed scheme fails to attain the goal configuration.
Petter Ögren, Naomi Ehrich Leonard
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An approach to automatic layout of dynamic windows
Proceedings 1998 Australasian Computer Human Interaction Conference. OzCHI'98 (Cat. No.98EX234), 2002This paper presents a unique method, called SPORDAC (Shadow Propagation for Overlap Removal and Display Area Compaction), for overlap-free automatic layout of windows depending upon the user interaction. The SPORDAC algorithm is integrated with the simulated annealing algorithm for improving display area utilisation.
N. Trivedi, J. Millar, null Wei Lai
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Adaptive dynamic windowing approach based on risk degree function
Transactions of the Institute of Measurement and Control, 2023Aiming at the problem that the dynamic window approach (DWA) has low planning efficiency and it is difficult to avoid fast-moving obstacles, an improved adaptive DWA based on risk degree function is proposed in this paper. The risk function is designed and introduced into the evaluation function of the traditional DWA to evaluate the risk of collision ...
Liu Yang +4 more
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Online Traffic Prediction in the Cloud: A Dynamic Window Approach
2014 International Conference on Future Internet of Things and Cloud, 2014Traffic prediction is a fundamental tool that captures the inherent behavior of a network and can be used for monitoring and managing network traffic. Online traffic prediction is usually performed based on large historical data used in training algorithms.
Bruno Lopes Dalmazo +2 more
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A tractable convergent dynamic window approach to obstacle avoidance
IEEE/RSJ International Conference on Intelligent Robots and System, 2003The dynamic window approach is a well known navigation scheme developed by Fox et. al. (1997) and extended by Brock and Khatib (1999). It is safe by construction and has been shown to perform very efficiently in experimental setups. However, one can construct examples where the proposed scheme fails to attain the goal configuration.
Petter Ögren, Naomi Ehrich Leonard
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