A Multiple Pheromone Communication System for Swarm Intelligence

نویسندگان

چکیده

Pheromones are chemical substances essential for communication among social insects. In the application of swarm intelligence to real micro mobile robots, deployment a single virtual pheromone has emerged recently as powerful real-time method indirect communication. However, these studies usually exploit only one kind pheromones in their task, neglecting crucial fact that world insects, multiple play important roles shaping stigmergic behaviors such foraging or nest building. To explore mechanism which enable robots solve complex collective tasks efficiently, we introduce an artificial system (ColCOS $\Phi $ ) support research by enabling deploy and react simultaneously. The proposed ColCOS uses optical signals emulate different evaporating i.e. pheromones. These emulated represented trails displayed on wide LCD display screen positioned horizontally, miniature can move freely. color sensors beneath detect identify lingering “pheromones” screen. Meanwhile, release any from each robot is enabled monitoring its positional information over time with overhead camera. No other methods apart employed this system. Two case have been carried out verified feasibility effectiveness achieving empowered This novel platform timely tool into intelligence.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Query Localization Using Pheromone Trails: a Swarm Intelligence Inspired Approach

Query Localization is a recently proposed extension for On-Demand Routing Protocols which reduces overheads of route discovery by restricting the query flood to the vicinity of previously discovered routes. In order to effectively define the request zone in Query Localization, the past connectivity information needs to be utilized to the fullest extent. In this paper we propose a swarm intellig...

متن کامل

Congregation Behaviour in a Robot Swarm Using Pheromone Communication

Characteristically, social insects are extremely reliant on their use of pheromones to maintain their social activities as a colony unit. This paper describes an on-going project to investigate the possibility of using pheromone communication in a robot swarm. The particular example of pheromone communication considered here was inspired by the queen bee pheromone. This pheromone is only emitte...

متن کامل

Incorporating Pheromone Courtship Mode into Swarm Intelligence with Convergence Analysis

In this paper, we incorporate pheromone courtship mode of biology to improve particle swarm optimizer. The particle swarm optimization technique has ever since turned out to be a competitor in the field of numerical optimization. A particle swarm optimization consists of a number of individuals refining their knowledge of the given search space. Particle swarm optimizations are inspired by part...

متن کامل

Sensor Communication Network Using Swarm Intelligence

Energy consumption is currently a key issue in research for future sensor networks. This paper presents a novel approach to sensor network routing based on energy consumption. The unique routing algorithm uses swarm intelligence, which is computationally efficient.

متن کامل

Micromanipulation, communication and swarm intelligence issues in a swarm microrobotic platform

Rapid advancements of both microsystem technology and multi-agent systems have generated a new discipline, arising from the fusion of microrobotics technologies and of swarm intelligence theories. Microrobotics contributes with new capabilities in manipulating objects in the microscale and in developing miniaturized intelligent machines, while swarm intelligence supplies new algorithms allowing...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Access

سال: 2021

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2021.3124386