Virtual-Source and Virtual-Swarm-Based Particle Swarm Optimizer for Large-Scale Multi-Source Location via Robot Swarm

JQ Zhang, YX Lin, MC Zhou - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Multi-source location is a significant application in the field of robot swarm and is required to
find all sources whose number and distribution are unknown in advance. With few …

Hybrid topology-based particle swarm optimizer for multi-source location problem in swarm robots

JQ Zhang, Y Lu, M Zhou - International conference on sensing and …, 2022 - Springer
A multi-source location problem aims to locate sources in an unknown environment based
on the measurements of the signal strength from them. Vast majority of existing multi-source …

PSO-based sparse source location in large-scale environments with a uav swarm

J Zhang, Y Lu, Y Wu, C Wang, D Zang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Locating multiple sources in an unknown environment based on their signal strength is
called a multi-source location problem. In recent years, there has been great interest in …

Using tabu search to avoid concave obstacles for source location

J Zhang, H Liu, P Zu, M Zhao, C Wang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Recently, using a particle swarm optimizer (PSO) to guide robots in a source location
problem has attracted widespread interest. While being navigated by PSO, robots are easily …

Cooperative control of multi-robot system using mobile agent for multiple source localization

N Ishiwatari, Y Sumikawa, M Takimoto… - Advances in Swarm …, 2017 - Springer
In this paper, we propose a new approach for multiple source localization tasks of multiple
robots. Our approach controls robots by mobile agents that behave based on particle swarm …

Particle swarm optimization-based source seeking

R Zou, V Kalivarapu, E Winer, J Oliver… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
The task of locating a source based on the measurements of the signal emitted/emanating
from it is called the source-seeking problem. In the past few years, there has been a lot of …

Comparing swarm algorithms for multi-source localization

K McGill, S Taylor - 2009 IEEE international workshop on safety …, 2009 - ieeexplore.ieee.org
This paper proposes a common set of validation benchmarks and a reference algorithm that
provide ground-truth for comparative analysis of swarming algorithms for multi-source …

Comparing swarm algorithms for large scale multi-source localization

K McGill, S Taylor - 2009 IEEE International Conference on …, 2009 - ieeexplore.ieee.org
We propose a common set of validation benchmarks and a reference algorithm that provide
ground-truth for comparative analysis of multi-source robot localization algorithms for large …

[PDF][PDF] Impact of initialization of a modified particle swarm optimization on cooperative source searching

MHA Majid, MR Arshad, MF Yahya… - International Journal of …, 2024 - academia.edu
Swarm robotic is well known for its flexibility, scalability and robustness that make it suitable
for solving many real-world problems. Source searching which is characterized by complex …

Multi-robot source location of scalar fields by a novel swarm search mechanism with collision/obstacle avoidance

RG Li, HN Wu - IEEE Transactions on Intelligent Transportation …, 2020 - ieeexplore.ieee.org
This paper focuses on source location for scalar fields through multiple mobile robots with
sensors. Combined with field strength measurements and swarm evolution mechanisms, the …