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CrQiu

Lyapunov-optimization

Codes for Lyapunov optimization.

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DEEP OPEN-SOURCE ANALYSIS

Lyapunov-optimization: research code for energy harvesting networks

This repository holds the code behind three papers on Lyapunov optimization applied to energy harvesting wireless communications and cooperative relay networks. The README is mostly citations.

02
DEEP OPEN-SOURCE ANALYSIS

Code matched to three papers

The README names the three papers the code belongs to. The first applies Lyapunov optimization to energy harvesting wireless sensor communications. The second covers cooperative communications with a stochastic energy harvesting relay. The third is about two-way relay networks with stochastic energy harvesting. The repository name matches the topic, the one-line description reads simply as codes for Lyapunov optimization, and this is research code tied to published work rather than a general-purpose library.

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DEEP OPEN-SOURCE ANALYSIS

What the README does not include

There are no installation steps, no usage guide, and no setup instructions beyond the citations. The paper titles themselves carry the scenario descriptions, so the repository stays thin by design. Anyone arriving expects source for a specific line of research, and that is what they get. Between the three papers, energy harvesting is the constant, and the network shape is what changes.

04
DEEP OPEN-SOURCE ANALYSIS

Citation details

The README asks that the work be cited if it proves useful and provides BibTeX entries. The first two papers list Chengrun Qiu, Yang Hu, and Yan Chen among the authors, the first also with Bing Zeng, and both appeared in the IEEE Internet of Things Journal in 2018. The third lists Yang Hu, Chengrun Qiu, and Yan Chen and ran in IEEE Transactions on Wireless Communications. All three were published in 2018, with the first two in the same journal, which keeps the citation block short and uniform. The BibTeX entries are the repository's only structured documentation, so the details all sit in one block.

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DEEP OPEN-SOURCE ANALYSIS

Official sources

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Community notes

Community notes