Millimeter radio access to multimedia services via LMDS
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
We consider broadband access to advanced services including interactive video on demand (IVOD) via a radio network operating in the mm-wavelength radio spectrum (28 GHz). The LMDS (local multipoint distribution service in 27.5-28.35 GHz and 29.1-29.25 GHz bands) was suggested by the US Federal Communications Commission (FCC) to offer broadband two-way communication including video distribution, teleconferencing and data services. It uses a cellular system design to establish coverage areas and provide high capacity communication links to the supported subscribers. A common ATM-based platform in combination with the above cellular architecture could provide the basis to integrate both wireless and wired networks and as such, it should be the preferred transport mechanism to be deployed. Given the above objective, a number of issues related to the cellular architecture and the system design are subsequently examined.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.005 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it