Robust Decentralized Cooperative Resource Allocation for High-Dense Robotic Swarms by Reducing Control Signaling Impact

نویسندگان

چکیده

High throughput, low latency, and high reliability in proximity communications for swarm robotics can be achieved using decentralized cooperative resource allocation schemes. These schemes minimize the occurrence of half-duplex problems, reduce interference, allow a significant increase achievable density, but requires additional signaling overhead, which makes them potentially more prone to performance degradation under realistic operation conditions. conditions include both data, signaling, their interdependence evaluated jointly. The negative impact errors incorporating enhancement techniques realize full potential Particularly, this paper purpose, we evaluate effects hybrid automatic repeat request (HARQ), link adaptation by aggregation (LAAG) beam selection directional antennas schemes, compare with 3 rd Generation Partnership Project (3GPP) NR sidelink mode 2 (including signaling) same techniques. Additionally, comparison required number control signals between inter-UE coordination (IUC) introduce rebel sub-mode behavior our group scheduling scheme further improve at 99.99 percentile. simultaneous use all these considerably reduces thereby increases supported size compared 2.

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

Decentralized Control of Cooperative Robotic Vehicles

This paper describes how decentralized control theory can be used to control multiple cooperative robotic vehicles. Models of cooperation are discussed and related to the input/output reachability and structural observability and controllability of the entire system. Whereas decentralized control research in the past has concentrated on using decentralized controllers to partition complex physi...

متن کامل

New task allocation methods for robotic swarms

We study a situation where a swarm of robots is deployed to solve multiple concurrent tasks in a confined arena. The tasks are announced by dedicated robots at different locations in the arena. Each task requires a certain number of robots to attend to it simultaneously. We address the problem of task allocation: how can the robots of the swarm assign themselves to one of the announced tasks in...

متن کامل

Decentralized Resource Allocation As A Repeated Non-cooperative Market Game

Market-based methods are an emerging paradigm for controlling large decentralized systems. We propose a bidding mechanism for allocation network resources among competing agents and analyze it under a gametheoretic perspective. We show the existence and uniqueness of a Nash equilibrium with certain pro t maximization properties. We further propose update algorithms that allow users to converge ...

متن کامل

Towards Cooperative Localization in Robotic Swarms

Cooperative localization allows groups of robots to improve their overall localization by sharing position estimates within the team. In spite of being a well studied problem, very few works deal with the increased complexity when a large number of robots is used, as is the case in robotic swarms. In this paper, we present a characterization and analysis of the cooperative localization problem ...

متن کامل

Decentralized controllers for shape generation with robotic swarms

We address the synthesis of controllers for a swarm of robots to generate a desired two-dimensional geometric pattern specified by a simple closed planar curve with local interactions for avoiding collisions or maintaining specified relative distance constraints. The controllers are decentralized in the sense that the robots do not need to exchange or know each other’s state information. Instea...

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: 2022

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2022.3213307