Skip to Content

1,115 Results Found

  • Article
  • Open Access
3 Citations
1,997 Views
20 Pages

Smooth UAV Path Planning Based on Composite-Energy-Minimizing Bézier Curves

  • Huanxin Cao,
  • Zhanhe Du,
  • Gang Hu,
  • Yi Xu and
  • Lanlan Zheng

21 July 2025

Path smoothing is an important part of UAV (Unmanned Aerial Vehicle) path planning, because the smoothness of the planned path is related to the flight safety and stability of UAVs. In existing smooth UAV path planning methods, different characterist...

(This article belongs to the Section E: Applied Mathematics)
  • Article
  • Open Access
23 Citations
11,726 Views
19 Pages

Robotic path planning is a field of research which is gaining traction given the broad domains of interest to which path planning is an important systemic requirement. The aim of path planning is to optimise the efficacy of robotic movement in a defi...

  • Article
  • Open Access
29 Citations
5,148 Views
13 Pages

22 September 2020

Mobile robots have various applications in agriculture, autonomous cars, industrial automation, planetary exploration, security, and surveillance. The generation of the optimal smooth path is a significant aspect of mobile robotics. An optimal path f...

(This article belongs to the Section A: Computer Science)
  • Article
  • Open Access
2 Citations
1,629 Views
16 Pages

10 September 2025

Path tracking is a fundamental challenge in the development of automated driving systems, requiring precise control of vehicle motion while ensuring smooth and stable actuation signals. Advancements in this field often lead to increasingly complex co...

(This article belongs to the Special Issue Innovations and Challenges in Automotive Mobility and Automation Systems)
  • Article
  • Open Access
19 Citations
3,098 Views
17 Pages

20 December 2024

Developing autonomous navigation techniques for surface vehicles remains an important research area, and accurate global path planning is essential. For mobile robots—particularly for Unmanned Surface Vehicles (USVs)—a key challenge is en...

(This article belongs to the Special Issue Sensors for Path Planning and Navigation in Robotics and Autonomous Vehicles)
  • Article
  • Open Access
10 Citations
3,319 Views
20 Pages

22 November 2023

In this paper, a solution to the problem of following a curved path for underactuated unmanned surface vehicles (USVs) with unknown sideslip angle and model uncertainties is studied. A novel smooth sliding mode control (SSMC) based on a finite-time e...

(This article belongs to the Special Issue Motion Control and Path Planning of Marine Vehicles)
  • Article
  • Open Access
786 Views
42 Pages

15 June 2026

In this paper, an Adaptive Improved Cuckoo-Catfish Optimizer (AICCO) is proposed for smooth and collision-free mobile robot path planning in static and dynamic environments. The proposed AICCO enhances the original Cuckoo-Catfish Optimizer (CCO) by i...

(This article belongs to the Section Sensors and Control in Robotics)
  • Article
  • Open Access
17 Citations
7,441 Views
17 Pages

8 November 2022

This paper presents an efficient three-dimensional (3D) Dubins path design and a new continuous curvature path-smoothing algorithm. The proposed 3D Dubins path is a simple extension of the 2D path and serves as a reference path generator to guide the...

(This article belongs to the Special Issue Applications of Machine Learning and Optimal Control to Aerospace Systems)
  • Article
  • Open Access
7 Citations
3,417 Views
25 Pages

Dynamic Smoothing, Filtering and Differentiation of Signals Defining the Path of the UAV

  • Aleksey S. Antipov,
  • Julia G. Kokunko,
  • Svetlana A. Krasnova and
  • Victor A. Utkin

4 December 2022

On the example of a control system for an unmanned aerial vehicle, we consider the problems of filtering, smoothing and restoring derivatives of reference action signals. These signals determine the desired spatial path of the plant at the first appr...

(This article belongs to the Special Issue Internet of Mobile Things and Wireless Sensor Networks)
  • Article
  • Open Access
6 Citations
2,490 Views
29 Pages

Research on Path Smoothing Method for Robot Scanning Measurement Based on Multiple Curves

  • Chen Chen,
  • Liandong Yu,
  • Huakun Jia,
  • Yichen Huang and ,
  • Xiangyang Wang,
  • Yang Lu,
  • Rongke Gao and
  • Hao Jin
  • + 3 authors+ 0 author

10 March 2025

As the field of robotics advances swiftly, industrial automation has become prevalent in the realms of manufacturing and precision measurement. In robot measurement applications, the original path often originates from the discrete output of CAD mode...

(This article belongs to the Section Actuators for Manufacturing Systems)
  • Article
  • Open Access
560 Views
30 Pages

SDF-Theta*: A Safety- and Smoothness-Aware Global Path Planning Framework for Orchard Robots in Unstructured Environments

  • Dongyu Luo,
  • Shiyao Wu,
  • Zhengye Chen,
  • Bingtian Lin and ,
  • Zhanhong Huang,
  • Jieying Lu and
  • Ruijun Ma
  • + 2 authors+ 0 author

12 August 2026

Global path planning for autonomous orchard robots must balance obstacle clearance, path smoothness, and trajectory trackability. This balance is difficult to achieve in unstructured orchards, where irregular tree rows, scattered trunks and ground ob...

(This article belongs to the Section Precision and Digital Agriculture)
  • Article
  • Open Access
15 Citations
5,735 Views
23 Pages

Smooth 3D Path Planning by Means of Multiobjective Optimization for Fixed-Wing UAVs

  • Franklin Samaniego,
  • Javier Sanchis,
  • Sergio Garcia-Nieto and
  • Raul Simarro

Demand for 3D planning and guidance algorithms is increasing due, in part, to the increase in unmanned vehicle-based applications. Traditionally, two-dimensional (2D) trajectory planning algorithms address the problem by using the approach of maintai...

(This article belongs to the Special Issue Autonomous Navigation Systems for Unmanned Aerial Vehicles)
  • Review
  • Open Access
302 Citations
33,850 Views
30 Pages

Path Smoothing Techniques in Robot Navigation: State-of-the-Art, Current and Future Challenges

  • Abhijeet Ravankar,
  • Ankit A. Ravankar,
  • Yukinori Kobayashi,
  • Yohei Hoshino and
  • Chao-Chung Peng

19 September 2018

Robot navigation is an indispensable component of any mobile service robot. Many path planning algorithms generate a path which has many sharp or angular turns. Such paths are not fit for mobile robot as it has to slow down at these sharp turns. Thes...

(This article belongs to the Special Issue Mobile Robot Navigation)
  • Article
  • Open Access
3 Citations
2,924 Views
20 Pages

Spatial Path Smoothing for Car-like Robots Using Corridor-Based Quadratic Optimization

  • Yongkang Lu,
  • Yuanqing Wu,
  • Wenjian Zhong,
  • Yanzhou Li and
  • Meng Chen

The global planning module of car-like robots usually plans a coarse spatial path, which may be non-smooth and kinematically infeasible for car-like robots. This study proposes an efficient spatial path smoothing approach, which is capable of optimiz...

(This article belongs to the Special Issue Advances in Theories and Applications of Multi-Agent Systems)
  • Article
  • Open Access
7 Citations
2,751 Views
25 Pages

Advanced Probabilistic Roadmap Path Planning with Adaptive Sampling and Smoothing

  • Mateusz Ambrożkiewicz,
  • Bartłomiej Bonar,
  • Tomasz Buratowski and
  • Piotr Małka

25 September 2025

Probabilistic roadmap (PRM) methods are widely used for robot navigation in both 2D and 3D environments; however, a major drawback is that the raw paths tend to be jagged. Executing a trajectory along such paths can lead to significant overshoots and...

(This article belongs to the Section Artificial Intelligence)
  • Article
  • Open Access
22 Citations
3,501 Views
20 Pages

5 September 2022

Assembly robots have become the core equipment of high-precision flexible automatic assembly systems with a small working range. Among different fields of robot technology, path planning is one of the most important branches. In the present study, an...

(This article belongs to the Special Issue Algorithms for Optimization 2022)
  • Article
  • Open Access
4 Citations
1,804 Views
24 Pages

The A* algorithm is broadly identified for its application in diverse fields, such as agriculture, robotics and GPS technology, due to its effectiveness in route planning. Despite its broad utility, the algorithm faces inherent limitations regarding...

(This article belongs to the Special Issue Emerging Paradigms in AI, Autonomous Systems, and Intelligent Technologies)
  • Feature Paper
  • Article
  • Open Access
541 Views
36 Pages

26 June 2026

Grid-based multi-agent path finding (MAPF) solvers scale to large teams, but their discrete schedules may not provide high-quality continuous finite-radius motions near the square-grid corner-passing threshold. We study endpoint-time-preserving geome...

(This article belongs to the Section E1: Mathematics and Computer Science)
  • Article
  • Open Access
15 Citations
3,466 Views
22 Pages

Smooth Optimised A*-Guided DWA for Mobile Robot Path Planning

  • Liling Cao,
  • Lei Tang,
  • Shouqi Cao,
  • Qing Sun and
  • Guofeng Zhou

20 June 2025

In mobile robot path planning, the traditional A* algorithm suffers from high path redundancy and poor smoothness, while the Dynamic Window Approach (DWA) tends to deviate from the global optimal path and has low efficiency in avoiding dynamic obstac...

  • Article
  • Open Access
257 Views
25 Pages

Unmanned Underwater Vehicle Path Following Based on Improved Soft ActorCritic with Action Smoothing

  • Bo Zhong,
  • Shuai Niu,
  • Linlin Wang,
  • Hongjian Wang and ,
  • Weihao Chen,
  • Yanjie Song and
  • He Wang
  • + 2 authors+ 0 author

1 October 2026

The deep reinforcement learning (DRL) method shows great potential in unmanned underwater vehicle (UUV) motion control. Traditional control methods rely on an accurate UUV model. However, due to the nonlinearity of the UUV model and the complex under...

(This article belongs to the Special Issue Advanced Modeling and Intelligent Control of Marine Vehicles)
  • Article
  • Open Access
9 Citations
3,825 Views
24 Pages

Optimization Algorithm for 3D Smooth Path of Robotic Arm in Dynamic Obstacle Environments

  • Li Ren,
  • Yiming Kang,
  • Longfan Yang,
  • Haitao Jia and
  • Shaojiang Wang

17 February 2025

With the rapid development of industrial automation, robotic arms are increasingly required to operate in dynamic and unstructured environments. Path planning for such systems has become a critical challenge, particularly in scenarios involving dynam...

  • Article
  • Open Access
19 Citations
5,380 Views
19 Pages

Smooth Coverage Path Planning for UAVs with Model Predictive Control Trajectory Tracking

  • Paolo Tripicchio,
  • Matteo Unetti,
  • Salvatore D’Avella and
  • Carlo Alberto Avizzano

Within the Industry 4.0 ecosystem, Inspection Robotics is one fundamental technology to speed up monitoring processes and obtain good accuracy and performance of the inspections while avoiding possible safety issues for human personnel. This manuscri...

(This article belongs to the Special Issue Smart Sensing, Monitoring, and Control in Industry 4.0)
  • Article
  • Open Access
2 Citations
3,854 Views
13 Pages

Enforcing the cessation of motion is a common action in robotic systems to avoid the damage that the robot can exert on itself, its environment or, in shared environments, people. This procedure raises two main concerns, which are addressed in this p...

(This article belongs to the Topic Motion Planning and Control for Robotics)
  • Article
  • Open Access
76 Citations
11,855 Views
18 Pages

9 April 2018

The A* algorithm has been widely investigated and applied in path planning problems, but it does not fully consider the safety and smoothness of the path. Therefore, an improved A* algorithm is presented in this paper. Firstly, a new environment mode...

  • Article
  • Open Access
1,964 Views
25 Pages

22 May 2025

Mobile robots are extensively utilized across various fields, with path planning consistently representing a core and pivotal area of research. Path planning is essential for enabling the efficient navigation of robots within complex environments. In...

(This article belongs to the Section Mathematical Analysis)
  • Article
  • Open Access
10 Citations
3,041 Views
26 Pages

A Global Trajectory Planning Framework Based on Minimizing the Risk Index

  • Yizhen Sun,
  • Junyou Yang,
  • Donghui Zhao,
  • Yu Shu and ,
  • Zihan Zhang and
  • Shuoyu Wang
  • + 1 author+ 0 author

30 June 2023

At present, autonomous mobile robots are widely used in industrial and commercial fields. However, although the global path searched by existing mobile robot path planning methods has no collision with obstacles, there is a problem in that the path i...

(This article belongs to the Topic Advances in Mobile Robotics Navigation)
  • Article
  • Open Access
1 Citations
1,284 Views
24 Pages

Path planning, as a key technology in unmanned aerial vehicle (UAV) systems, affects the overall efficiency of task completion and is often limited by energy consumption, obstacles, and maneuverability in complex application environments. Traditional...

(This article belongs to the Special Issue Bio-Inspired Intelligent Computation for Optimisation in Business and Engineering Applications)
  • Article
  • Open Access
49 Citations
8,749 Views
26 Pages

7 November 2023

Complete coverage path planning (CCPP) is vital in mobile robot applications. Optimizing CCPP is particularly significant in precision agriculture, where it enhances resource utilization, reduces soil compaction, and boosts crop yields. This work off...

(This article belongs to the Special Issue Agricultural Automation in Smart Farming)
  • Article
  • Open Access
574 Views
19 Pages

29 June 2026

This paper investigates the path-planning problem of unmanned aerial vehicles (UAVs) for logistics delivery in urban environments. The impact of real-time obstacle avoidance and path smoothness on the flyability of UAVs remains a challenge in existin...

  • Article
  • Open Access
7 Citations
2,332 Views
21 Pages

30 October 2022

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 in...

(This article belongs to the Special Issue Recognition Robotics)
  • Article
  • Open Access
113 Citations
6,003 Views
18 Pages

24 July 2023

To make unmanned surface vehicles that are better applied to the field of environmental monitoring in inland rivers, reservoirs, or coasts, we propose a global path-planning algorithm based on the improved A-star algorithm. The path search is carried...

(This article belongs to the Section Vehicular Sensing)
  • Article
  • Open Access
12 Citations
5,779 Views
37 Pages

ITC: Infused Tangential Curves for Smooth 2D and 3D Navigation of Mobile Robots †

  • Abhijeet Ravankar,
  • Ankit A. Ravankar,
  • Arpit Rawankar,
  • Yohei Hoshino and
  • Yukinori Kobayashi

10 October 2019

Navigation is an indispensable component of ground and aerial mobile robots. Although there is a plethora of path planning algorithms, most of them generate paths that are not smooth and have angular turns. In many cases, it is not feasible for the r...

(This article belongs to the Special Issue Mobile Robot Navigation)
  • Article
  • Open Access
3 Citations
1,912 Views
17 Pages

Full Coverage Path Planning for Torpedo-Type AUVs’ Marine Survey Confined in Convex Polygon Area

  • Ji-Hong Li,
  • Hyungjoo Kang,
  • Min-Gyu Kim,
  • Mun-Jik Lee and
  • Han-Sol Jin

2 September 2024

In this paper, we present a full coverage path planning (CPP) algorithm for the marine surveys conducted in the convex polygon shaped search area. The survey is supposed to carry out by torpedo-type AUVs (autonomous underwater vehicles). Due to their...

(This article belongs to the Special Issue Advancements in New Concepts of Underwater Robotics)
  • Article
  • Open Access
24 Citations
6,305 Views
20 Pages

Double B-Spline Curve-Fitting and Synchronization-Integrated Feedrate Scheduling Method for Five-Axis Linear-Segment Toolpath

  • Xiangyu Gao,
  • Shuyou Zhang,
  • Lemiao Qiu,
  • Xiaojian Liu and ,
  • Zili Wang and
  • Yang Wang
  • + 1 author+ 0 author

1 May 2020

The discontinuities of a five-axis linear-segment toolpath result in fluctuation in the feedrate, acceleration and jerk commands that lead to machine tool vibration and poor surface finish. For path smoothing, with the global curve-fitting method it...

(This article belongs to the Special Issue Machining Dynamics and Parameters Process Optimization)
  • Article
  • Open Access
4 Citations
2,831 Views
22 Pages

23 November 2023

Path planning plays a crucial role in the execution of pursuit tasks for multiple unmanned ground vehicles (multi-UGVs). Although existing popular path-planning methods can achieve the pursuit goals, they suffer from some drawbacks such as long compu...

(This article belongs to the Section Electrical and Autonomous Vehicles)
  • Article
  • Open Access
505 Views
31 Pages

17 June 2026

Facility agricultural robots operating in greenhouse environments often encounter narrow passages, dense obstacle distributions, and frequent path-direction changes, which increase the difficulty of achieving efficient and smooth autonomous navigatio...

(This article belongs to the Special Issue Robotics and AI: Planning, Control, and Applications)
  • Article
  • Open Access
3 Citations
1,036 Views
22 Pages

Evaluation of Operational Energy Efficiency for Bridge Cranes Based on an Improved Multi-Strategy Fusion RRT Algorithm

  • Quanwei Wang,
  • Xiaoyang Wang,
  • Ziya Ji,
  • Weili Liu and ,
  • Yingying Fang,
  • Jiayi Hou,
  • Xuying Liu and
  • Hao Wen
  • + 3 authors+ 0 author

7 October 2025

Aiming at the problems of low efficiency, high energy consumption, and poor path quality during the multi-mechanism operation of bridge cranes in spatial tasks, an improved Rapidly exploring Random Tree (RRT) algorithm based on multi-strategy fusion...

(This article belongs to the Section Automation and Control Systems)
  • Article
  • Open Access
17 Citations
3,515 Views
21 Pages

24 April 2024

The proposed research aims to accomplish an improved A* algorithm for mobile robots in complex environments. In this novel algorithm, the guidance of environment information is added to the evaluation function to enhance the adaptability of the algor...

(This article belongs to the Section Automation Control Systems)
  • Article
  • Open Access
1 Citations
1,387 Views
19 Pages

Low-Energy Path Planning Method of Electrically Driven Heavy-Duty Six-Legged Robot Based on Improved A* Algorithm

  • Hongchao Zhuang,
  • Shiyun Wang,
  • Ning Wang,
  • Weihua Li and ,
  • Baoshan Zhao,
  • Bo Li and
  • Lei Dong
  • + 2 authors+ 0 author

12 December 2025

Compared to the traditional non-load-bearing multi-legged robots, the heavy-duty multi-legged robots typically not only have larger body weight, larger volume, and larger load ratio but also require greater energy dissipation. Traditional path planni...

(This article belongs to the Special Issue Advances in Robot Path Planning, 3rd Edition)
  • Article
  • Open Access
6 Citations
4,121 Views
25 Pages

An Optimal-Path-Planning Method for Unmanned Surface Vehicles Based on a Novel Group Intelligence Algorithm

  • Shitu Chen,
  • Ling Feng,
  • Xuteng Bao,
  • Zhe Jiang and ,
  • Bowen Xing and
  • Jingxiang Xu
  • + 1 author+ 0 author

Path planning is crucial for unmanned surface vehicles (USVs) to navigate and avoid obstacles efficiently. This study evaluates and contrasts various USV path-planning algorithms, focusing on their effectiveness in dynamic obstacle avoidance, resista...

(This article belongs to the Special Issue Motion Control and Path Planning of Marine Vehicles—2nd Edition)
  • Article
  • Open Access
10 Citations
2,222 Views
26 Pages

16 May 2025

The efficiency and smoothness of path planning algorithms are critical factors influencing their practical applications. A traditional A* algorithm suffers from limitations in search efficiency, path smoothness, and obstacle avoidance. To address the...

(This article belongs to the Special Issue Collaborative Learning and Optimization Theory and Its Applications)
  • Article
  • Open Access
15 Citations
4,412 Views
31 Pages

25 August 2023

Today, mobile robots have a wide range of real-world applications where they can replace or assist humans in many tasks, such as search and rescue, surveillance, patrolling, inspection, environmental monitoring, etc. These tasks usually require a rob...

(This article belongs to the Special Issue Advanced Sensors Technologies Applied in Mobile Robotics: 2nd Edition)
  • Article
  • Open Access
15 Citations
3,051 Views
27 Pages

Improved A-Star Path Planning Algorithm in Obstacle Avoidance for the Fixed-Wing Aircraft

  • Jing Li,
  • Chaopeng Yu,
  • Ze Zhang,
  • Zimao Sheng and ,
  • Zhongping Yan,
  • Xiaodong Wu,
  • Wei Zhou,
  • Yang Xie and
  • Jun Huang
  • + 4 authors+ 0 author

18 December 2023

The flight management system is a basic component of avionics for modern airliners. However, the airborne flight management system needs to be improved and relies on imports; path planning is the key to the flight management system. Based on the clas...

(This article belongs to the Special Issue Advances in Intelligent Data Analysis and Its Applications, 2nd Edition)
  • Article
  • Open Access
4 Citations
1,883 Views
21 Pages

Generation of Achievable Three-Dimensional Trajectories for Autonomous Wheeled Vehicles via Tracking Differentiators

  • Svetlana A. Krasnova,
  • Julia G. Kokunko,
  • Sergey A. Kochetkov and
  • Victor A. Utkin

25 August 2023

Planning an achievable trajectory for a mobile robot usually consists of two steps: (i) finding a path in the form of a sequence of discrete waypoints and (ii) transforming this sequence into a continuous and smooth curve. To solve the second problem...

(This article belongs to the Section Algorithms for Multidisciplinary Applications)
  • Article
  • Open Access
23 Citations
6,644 Views
20 Pages

Measuring Smoothness as a Factor for Efficient and Socially Accepted Robot Motion

  • Silvia Guillén Ruiz,
  • Luis V. Calderita,
  • Alejandro Hidalgo-Paniagua and
  • Juan P. Bandera Rubio

29 November 2020

Social robots, designed to interact and assist people in social daily life scenarios, require adequate path planning algorithms to navigate autonomously through these environments. These algorithms have not only to find feasible paths but also to con...

(This article belongs to the Special Issue Social Robots and Sensors)
  • Article
  • Open Access
1 Citations
882 Views
14 Pages

A Scalable Post-Processing Pipeline for Large-Scale Free-Space Multi-Agent Path Planning with PIBT

  • Arjo Chakravarty,
  • Michael X. Grey,
  • M. A. Viraj J. Muthugala and
  • Rajesh Mohan Elara

3 April 2026

Free-space multi-agent path planning remains challenging at large scales. Most existing methods either offer optimality guarantees but do not scale beyond a few dozen agents or rely on grid-world assumptions that do not generalize well to continuous...

  • Article
  • Open Access
21 Citations
6,160 Views
21 Pages

Smooth Complete Coverage Trajectory Planning Algorithm for a Nonholonomic Robot

  • Ana Šelek,
  • Marija Seder,
  • Mišel Brezak and
  • Ivan Petrović

28 November 2022

The complete coverage path planning is a process of finding a path which ensures that a mobile robot completely covers the entire environment while following the planned path. In this paper, we propose a complete coverage path planning algorithm that...

(This article belongs to the Special Issue Advanced Sensors Technologies Applied in Mobile Robot)
  • Article
  • Open Access
8 Citations
3,442 Views
26 Pages

23 May 2024

Prefabricated construction has pioneered a new model in the construction industry, where prefabricated component modules are produced in factories and assembled on-site by construction workers, resulting in a highly efficient and convenient productio...

(This article belongs to the Collection Robotics, Sensors and Industry 4.0)
  • Article
  • Open Access
16 Citations
7,684 Views
15 Pages

In this paper, we proposed an enhanced path planning strategy for sweeper robots, which were created for the curling Olympic games. The main task for the multi-robot system is to clean the ice surface making a smooth path for a curling stone. The swe...

(This article belongs to the Special Issue Sensor-Based Navigation and Control with Applications)
  • Article
  • Open Access
1 Citations
375 Views
20 Pages

8 July 2026

Complex three-dimensional path planning requires a planner to generate collision-free, short, and smooth paths within limited computation time, but traditional RRT-based methods often suffer from unguided sampling, repeated expansion failures in dens...

of 23