comm-lit-review-claude-single

A literature review using Zotero, Obsidian, and local papers prioritizes these knowledge bases to collect, organize, and synthesize evidence before searching external sources. It outputs a structured evidence map grouped by technical axes.

Finding knowledge gaps in communications topics like beamforming and routing involves systematically classifying retrieved papers by technical axes and synthesizing findings. This process highlights existing landscape gaps and maps the current research boundaries.

Synthesizing evidence from local papers for a systematic review requires prioritizing local knowledge bases, then grouping paper metadata by technical axes like PHY/MAC or transport layers. It produces a structured synthesis of findings and research gaps.

IEEE Xplore works with knowledge-base-first literature reviews by serving as an optional external search source when local Zotero or Obsidian libraries lack sufficient coverage. It supplements local retrieval to build a complete evidence map.

Mapping technical axes for wireless and congestion control papers requires classifying findings into categories like PHY/MAC, transport, NTN, and learning-based methods. This systematic classification generates a comprehensive landscape map of grouped metadata.