Table 7 Training across frequency bands: (A)ccuracy is percentage of time classification chooses ideal rate, (I)mprovement is its throughput gain over a SNR-based method, and (G)ap is its throughput percentage from the maximum achievable
From: Architecture and experimental evaluation of context-aware adaptation in vehicular networks
Band | Training, 900 MHz | Training, 2.4 GHz | Training, 5.8 GHz | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Â | A | I | G | A | I | G | A | I | G |
Testing, 900 MHz | 73.1% | 17.1% | 16.6% | 47.1% | − 2.4% | 28.2% | 22.1% | − 20.2% | 44.9% |
Testing, 2.4 GHz | 45.2% | 52.7% | 67.2% | 51.9% | 60.8% | 66.0% | 26.9% | 46.6% | 70.2% |
Testing: 5.8 GHz | 20.9% | 55.1% | 19.6% | 16.3% | 67.1% | 22.8% | 60.5% | 99.8% | 6.75% |