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Research on the effectiveness evaluation system of UUV coverage path planning based on multidimensional metrics

Wei Xing
May 26, 2026
Published Date

Research Abstract & Technology Focus

Coverage path planning (CPP) using Unmanned Underwater Vehicles (UUVs) has emerged as a pivotal technology in marine scientific research, underwater resource exploration, and military operations. The performance of coverage path planning algorithms directly determines the efficiency and cost-effectiveness of UUV mission execution. To establish a scientific and systematic performance evaluation framework for UUV coverage path planning algorithms, this paper develops a simulation-based testing environment and designs a multi-dimensional quantitative evaluation system. This system encompasses coverage quality, operational efficiency, cost-effectiveness, and environmental adaptability, enabling a comprehensive performance assessment of UUV area coverage algorithms. A comparative analysis of typical algorithms is conducted using selected evaluation metrics. The proposed performance evaluation system provides crucial decision support for algorithm selection and optimization under diverse mission requirements, offering substantial theoretical and practical value for enhancing UUV autonomous operational capabilities in complex underwater environments.
Underwater Engineering Path (computing) Systems engineering Resource (disambiguation) Computer science
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Frequently Asked Questions (FAQ)

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What is the core focus of the research titled 'Research on the effectiveness evaluation system of UUV coverage path planning based on multidimensional metrics'?

This literature focuses on: Coverage path planning (CPP) using Unmanned Underwater Vehicles (UUVs) has emerged as a pivotal technology in marine scientific research, underwater resource exploration, and military operations. The performance of coverage path planning algorithm...

Are there open-source GitHub repositories related to Research on the effectiveness evaluation system of UUV coverage path planning based on multidimensional metrics?

Yes, open-source projects like gsd-build/gsd-2 (A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously...) are actively building upon these concepts.

Which startups are commercializing the technology behind Research on the effectiveness evaluation system of UUV coverage path planning based on multidimensional metrics?

Products like Ovren are bringing this to market. Their focus is: Your AI engineering department that ships your backlog.

What other academic literature is closely related to 'Research on the effectiveness evaluation system of UUV coverage path planning based on multidimensional metrics'?

Yes, highly correlated activity was mapped. An entry titled 'Development of a New Intelligent Algorithm to Improve Autonomous Car Operation' discusses this: Autonomous Driving Systems (ADS) are transforming modern transportation by enabling safer, more efficient vehicle operation. Among their core compo...

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Commercial Realization

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