Quality of service based radar resource management for synchronisation problems

An intelligent radar resource management is an essential building block of any modern radar system. The quality of service based resource allocation model (Q-RAM) provides a framework for profound and quantifiable decision-making but lacks a representation of inter-task dependencies that can e.g. ar...

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Bibliographic Details
Published in:arXiv.org 2023-03
Main Authors: Müller, Tobias, Durst, Sebastian, Marquardt, Pascal, Brüggenwirth, Stefan
Format: Article
Language:English
Subjects:
Decision making
Radar equipment
Resource allocation
Resource management
Synchronism
Online Access:Get full text
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Summary:An intelligent radar resource management is an essential building block of any modern radar system. The quality of service based resource allocation model (Q-RAM) provides a framework for profound and quantifiable decision-making but lacks a representation of inter-task dependencies that can e.g. arise for tracking and synchronisation tasks. As a consequence, synchronisation is usually performed in fixed non-optimal patterns. We present an extension of Q-RAM which enables the resource allocation to consider complex inter-task dependencies and can produce adaptive and intelligent synchronisation schemes. The provided experimental results demonstrate a significant improvement over traditional strategies.
ISSN:2331-8422
DOI:10.48550/arxiv.2303.01872