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Distributed Uniform Partitioning of a Region using Opaque ASYNC Luminous Mobile Robots

Published: 22 January 2024 Publication History

Abstract

The uniform partitioning problem, driven by the need for an equitable distribution of workload, finds numerous practical applications in the real world. For that purpose, in this paper, we consider N autonomous mobile robots, deployed inside a bounded region. The robots are opaque which means that three collinear robots are unable to see each other as one of the robots acts as an obstruction for the other two. They operate in classical Look-Compute-Move (LCM) activation cycles. Moreover, the robots are oblivious except for a persistent light (which is why they are called Luminous robots) that can determine a color from a fixed color set. Obliviousness does not allow the robots to remember any information from past activation cycles. The Uniform Partitioning problem requires the robots to partition the whole region into sub-regions of equal area, each of which contains exactly one robot. Due to application-oriented motivation, we, in this paper consider the region to be well-known geometric shapes such as rectangle, square and circle. We investigate the problem in asynchronous setting where there is no notion of common time and any robot gets activated at any time with a fair assumption that every robot needs to get activated infinitely often. To the best of our knowledge, this is the first attempt to study the Uniform Partitioning problem using oblivious opaque robots working under asynchronous settings. We propose three algorithms considering three different regions: rectangle, square and circle. Robots partition the region in a distributed way and reach their respective positions in the partitions. The algorithms proposed for rectangular and square regions run in O(N) epochs whereas the algorithm for circular regions runs in O(N2) epochs, where an epoch is the smallest unit of time in which all robots are activated at least once and execute their LCM cycles.

References

[1]
José Joaquín Acevedo, Begoña C Arrue, Ivan Maza, and Anibal Ollero. 2016. A distributed algorithm for area partitioning in grid-shape and vector-shape configurations with multiple aerial robots. Journal of Intelligent & Robotic Systems 84 (2016), 543–557.
[2]
Subhash Bhagat and Krishnendu Mukhopadyaya. 2017. Fault-Tolerant Gathering of Semi-Synchronous Robots. In Proceedings of the 18th International Conference on Distributed Computing and Networking (Hyderabad, India) (ICDCN ’17). Association for Computing Machinery, New York, NY, USA, Article 6, 10 pages.
[3]
Deepanwita Das and Srabani Mukhopadhyaya. 2013. Distributed Painting by a Swarm of Robots with Unlimited Sensing Capabilities and Its Simulation. ArXiv abs/1311.4952 (2013).
[4]
Deepanwita Das and Srabani Mukhopadhyaya. 2018. Distributed algorithm for painting by a swarm of randomly deployed robots under limited visibility model. International Journal of Advanced Robotic Systems 15, 5 (2018), 1729881418804508.
[5]
Deepanwita Das, Srabani Mukhopadhyaya, and Debashis Nandi. 2021. Swarm-based painting of an area cluttered with obstacles. International Journal of Parallel, Emergent and Distributed Systems 36, 4 (2021), 359–379.
[6]
Giuseppe Antonio Di Luna, Paola Flocchini, S Gan Chaudhuri, Federico Poloni, Nicola Santoro, and Giovanni Viglietta. 2017. Mutual visibility by luminous robots without collisions. Information and Computation 254 (2017), 392–418.
[7]
Paola Flocchini, Giuseppe Prencipe, Nicola Santoro, and Peter Widmayer. 2008. Arbitrary pattern formation by asynchronous, anonymous, oblivious robots. Theoretical Computer Science 407, 1 (2008), 412–447.
[8]
Marco Pavone, Alessandro Arsie, Emilio Frazzoli, and Francesco Bullo. 2011. Distributed Algorithms for Environment Partitioning in Mobile Robotic Networks. IEEE Trans. Automat. Control 56, 8 (2011), 1834–1848.
[9]
Subhajit Pramanick, Saswata Jana, Adri Bhattacharya, and Partha Sarathi Mandal. 2023. Distributed Uniform Partitioning of a Region using Opaque ASYNC Luminous Mobile Robots. arxiv:2311.04536 [cs.DC] http://arxiv.org/abs/2311.04536
[10]
Subhajit Pramanick and Partha Sarathi Mandal. 2023. Fault-tolerant Mutual Visibility for ASYNC Mobile Robots with Local Coordinate. In 2023 IEEE Guwahati Subsection Conference (GCON). 1–6.
[11]
Subhajit Pramanick, Gurram Joseph Spourgeon, Kritika Raj, and Partha Sarathi Mandal. 2022. Asynchronous Line Formation in Presence of Faulty Robots(NSysS ’22). Association for Computing Machinery, New York, NY, USA, 75–82.
[12]
Dibakar Saha, Debasish Pattanayak, and Partha Sarathi Mandal. 2022. Surveillance of Uneven Surface With Self-Organizing Unmanned Aerial Vehicles. IEEE Transactions on Mobile Computing 21, 4 (2022), 1449–1462.
[13]
Gokarna Sharma, Ramachandran Vaidyanathan, and Jerry L Trahan. 2021. Constant-Time Complete Visibility for Robots with Lights: The Asynchronous Case. Algorithms 14, 2 (2021), 56.

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    ICDCN '24: Proceedings of the 25th International Conference on Distributed Computing and Networking
    January 2024
    423 pages
    ISBN:9798400716737
    DOI:10.1145/3631461
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Published: 22 January 2024

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    Author Tags

    1. Distributed algorithms
    2. Luminous Robots
    3. Mobile robots
    4. Multi-agent systems
    5. Uniform Partitioning

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