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rfcp/RFCP-Iteration5-RF-Accuracy.md
2026-01-30 12:05:05 +02:00

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# RFCP - Iteration 5: RF Accuracy & UX Polish
## Issues Identified
1.**Antenna back lobe missing** - Real antennas radiate backwards (F/B ratio ~20-25 dB)
2.**Heatmap colors change with zoom** - Same RSRP shows different colors at different zoom levels
3.**Antenna gain ignored** - 25 dBi vs 0 dBi produces identical coverage
4.**Antenna height ignored** - 10m vs 100m towers show same coverage
5.**Batch edit UX issues** - Edit panel stays open, values not updated dynamically
---
## CRITICAL FIX 1: Accurate 3GPP Antenna Pattern
**Problem:** Current implementation has hard cutoff at beamwidth/2. Real sector antennas have:
- Main lobe with gradual attenuation
- Side lobes (~15-20 dB down)
- Back lobe (~20-25 dB down, not -∞)
### Correct 3GPP Formula
**File:** `frontend/src/workers/rf-worker.js`
Replace antenna pattern calculation:
```javascript
function calculate3GPPPattern(azimuth, bearing, beamwidth = 65, frontBackRatio = 25) {
// Normalize angle difference to -180...+180
let angleDiff = bearing - azimuth;
while (angleDiff > 180) angleDiff -= 360;
while (angleDiff < -180) angleDiff += 360;
const theta = Math.abs(angleDiff);
// 3GPP TR 36.814 Horizontal Pattern
// A(θ) = -min[12(θ/θ_3dB)², A_m]
const theta3dB = beamwidth / 2; // Half-power beamwidth
const Am = frontBackRatio; // Maximum attenuation (front-to-back ratio)
let attenuation;
if (theta <= 180) {
// Front hemisphere (includes main lobe and side lobes)
attenuation = -Math.min(12 * Math.pow(theta / theta3dB, 2), Am);
} else {
// This shouldn't happen after normalization, but just in case
attenuation = -Am;
}
return attenuation; // Returns dB loss (negative value)
}
// In coverage calculation:
if (site.antennaType === 'sector') {
const bearing = calculateBearing(site.lat, site.lon, lat, lon);
const azimuth = site.azimuth || 0;
const beamwidth = site.beamwidth || 65;
// Get antenna pattern loss
const patternLoss = calculate3GPPPattern(azimuth, bearing, beamwidth, 25);
// Add pattern loss to path loss
const effectiveRSRP = site.power + site.antennaGain + patternLoss - fspl;
// No hard cutoff! Back lobe will be ~25 dB weaker
}
```
### Visualization Update
Show actual pattern with gradient opacity:
**File:** `frontend/src/components/map/SiteMarker.tsx`
```typescript
// Generate sector wedge with gradient
function generateSectorWedge(site: Site) {
const mainLobe = generateArc(site, site.azimuth, site.beamwidth, 0.8); // Main beam
const sideLobe = generateArc(site, site.azimuth, 180, 0.3); // Sides
const backLobe = generateArc(site, site.azimuth + 180, 60, 0.1); // Back
return [mainLobe, sideLobe, backLobe]; // Array of polygons
}
```
---
## CRITICAL FIX 2: Zoom-Independent Heatmap Colors
**Problem:** `maxIntensity` changes with zoom, so same RSRP value maps to different colors.
**Solution:** Keep RSRP thresholds constant, adjust only visual radius/blur.
**File:** `frontend/src/components/map/Heatmap.tsx`
```typescript
export function Heatmap({ points, visible, opacity = 0.7 }: HeatmapProps) {
const map = useMap();
const [mapZoom, setMapZoom] = useState(map.getZoom());
useEffect(() => {
const handleZoomEnd = () => setMapZoom(map.getZoom());
map.on('zoomend', handleZoomEnd);
return () => { map.off('zoomend', handleZoomEnd); };
}, [map]);
if (!visible || points.length === 0) return null;
// FIXED: Normalize RSRP consistently regardless of zoom
const normalizeRSRP = (rsrp: number): number => {
const minRSRP = -120; // Very weak
const maxRSRP = -70; // Excellent
const normalized = (rsrp - minRSRP) / (maxRSRP - minRSRP);
return Math.max(0, Math.min(1, normalized));
};
// Zoom-dependent visual parameters ONLY
const radius = Math.max(8, Math.min(40, 50 - mapZoom * 2.5));
const blur = Math.max(6, Math.min(20, 30 - mapZoom * 1.5));
// CRITICAL FIX: maxIntensity is now CONSTANT
const maxIntensity = 1.0; // Always 1.0, NEVER changes with zoom
const heatmapPoints = points.map(p => [
p.lat,
p.lon,
normalizeRSRP(p.rsrp)
] as [number, number, number]);
return (
<div style={{ opacity }}>
<HeatmapLayer
points={heatmapPoints}
longitudeExtractor={(p) => p[1]}
latitudeExtractor={(p) => p[0]}
intensityExtractor={(p) => p[2]}
gradient={{
0.0: '#0d47a1', // -120 dBm (dark blue, no service)
0.2: '#00bcd4', // -110 dBm (cyan, weak)
0.4: '#4caf50', // -100 dBm (green, fair)
0.6: '#ffeb3b', // -85 dBm (yellow, good)
0.8: '#ff9800', // -75 dBm (orange, strong)
1.0: '#f44336', // -70 dBm (red, excellent)
}}
radius={radius}
blur={blur}
max={maxIntensity} // ALWAYS 1.0
minOpacity={0.3}
/>
</div>
);
}
```
### Add Legend with Actual dBm Values
**File:** `frontend/src/components/map/Legend.tsx`
```typescript
export function Legend() {
return (
<div className="legend">
<h4>Signal Strength (RSRP)</h4>
<div className="legend-item">
<span className="color" style={{ background: '#f44336' }}></span>
<span>Excellent (&gt; -70 dBm)</span>
</div>
<div className="legend-item">
<span className="color" style={{ background: '#ff9800' }}></span>
<span>Strong (-75 to -70 dBm)</span>
</div>
<div className="legend-item">
<span className="color" style={{ background: '#ffeb3b' }}></span>
<span>Good (-85 to -75 dBm)</span>
</div>
<div className="legend-item">
<span className="color" style={{ background: '#4caf50' }}></span>
<span>Fair (-100 to -85 dBm)</span>
</div>
<div className="legend-item">
<span className="color" style={{ background: '#00bcd4' }}></span>
<span>Weak (-110 to -100 dBm)</span>
</div>
<div className="legend-item">
<span className="color" style={{ background: '#0d47a1' }}></span>
<span>No Service (&lt; -120 dBm)</span>
</div>
</div>
);
}
```
---
## CRITICAL FIX 3: Antenna Gain Effect
**Problem:** Antenna gain is stored but not used in RSRP calculation.
**Formula:** `RSRP = TxPower + TxGain - PathLoss - PatternLoss`
**File:** `frontend/src/workers/rf-worker.js`
```javascript
// In calculateCoverage function:
for (const site of sites) {
for (let latIdx = 0; latIdx < latPoints; latIdx++) {
for (let lonIdx = 0; lonIdx < lonPoints; lonIdx++) {
const lat = minLat + latIdx * latStep;
const lon = minLon + lonIdx * lonStep;
const distance = calculateDistance(site.lat, site.lon, lat, lon);
if (distance > radius) continue;
// Path loss (FSPL)
const fspl = calculateFSPL(distance, site.frequency);
// Antenna pattern loss
let patternLoss = 0;
if (site.antennaType === 'sector') {
const bearing = calculateBearing(site.lat, site.lon, lat, lon);
patternLoss = -calculate3GPPPattern(site.azimuth, bearing, site.beamwidth, 25);
}
// CRITICAL: Include antenna gain!
const antennaGain = site.antennaGain || 0; // dBi
// Final RSRP calculation
const rsrp = site.power + antennaGain - fspl - patternLoss;
// Store point
if (rsrp > rsrpThreshold) {
points.push({ lat, lon, rsrp, siteId: site.id });
}
}
}
}
```
**Expected Behavior:**
- 0 dBi omni (dipole): baseline coverage
- 8 dBi omni (collinear): +8 dB → ~2x distance
- 15 dBi sector (panel): +15 dB → ~5x distance
- 25 dBi sector (parabolic): +25 dB → ~17x distance
---
## CRITICAL FIX 4: Antenna Height Effect
**Problem:** Height is stored but ignored. In reality, height affects:
1. **Line-of-sight distance** (radio horizon)
2. **Terrain shadowing** (future Phase 4)
For now, implement **radio horizon** effect:
**Formula:** `d_horizon = 3.57 * sqrt(h)` km, where h is in meters
**File:** `frontend/src/workers/rf-worker.js`
```javascript
function calculateRadioHorizon(heightMeters) {
// Earth curvature formula
// Assumes 4/3 Earth radius (k=4/3 for standard atmosphere)
return 3.57 * Math.sqrt(heightMeters); // km
}
// In coverage calculation:
for (const site of sites) {
const siteHorizon = calculateRadioHorizon(site.height);
const maxRange = Math.min(radius, siteHorizon);
for (let latIdx = 0; latIdx < latPoints; latIdx++) {
for (let lonIdx = 0; lonIdx < lonPoints; lonIdx++) {
const lat = minLat + latIdx * latStep;
const lon = minLon + lonIdx * lonStep;
const distance = calculateDistance(site.lat, site.lon, lat, lon);
// Check horizon limit
if (distance > maxRange) continue;
// ... rest of calculation
}
}
}
```
**Expected Behavior:**
- 10m tower: horizon = 11.3 km
- 30m tower: horizon = 19.5 km
- 100m tower: horizon = 35.7 km
**Note:** This is a simplified model. Phase 4 will add terrain-aware line-of-sight.
---
## FIX 5: Batch Edit UX Improvements
**Problem:**
1. Edit panel stays open during batch operations
2. Selected site values don't update dynamically
3. Unclear what changed
### Solution A: Close Edit Panel on Batch Operation
**File:** `frontend/src/components/panels/SiteList.tsx`
```typescript
const handleBatchUpdate = (delta: number) => {
batchUpdateHeight(delta);
// Close edit panel if currently editing a selected site
if (editingSiteId && selectedSiteIds.includes(editingSiteId)) {
setEditingSiteId(null);
}
toast.success(`Updated ${selectedSiteIds.length} sites by ${delta > 0 ? '+' : ''}${delta}m`);
};
const handleBatchSet = (height: number) => {
batchSetHeight(height);
// Close edit panel
if (editingSiteId && selectedSiteIds.includes(editingSiteId)) {
setEditingSiteId(null);
}
toast.success(`Set ${selectedSiteIds.length} sites to ${height}m`);
};
```
### Solution B: Live Update Edit Panel
**File:** `frontend/src/components/panels/SiteForm.tsx`
```typescript
// Watch for external changes to site being edited
useEffect(() => {
if (site) {
// Sync form with latest site data
setFormData({
name: site.name,
frequency: site.frequency,
power: site.power,
height: site.height, // Updated dynamically!
antennaType: site.antennaType,
azimuth: site.azimuth,
beamwidth: site.beamwidth,
antennaGain: site.antennaGain,
});
}
}, [site.height, site.power]); // Re-sync when these change
```
### Visual Feedback
Add flash animation when batch updated:
```typescript
// In SiteList item
<div
className={cn(
'site-item',
isSelected && 'selected',
wasBatchUpdated && 'flash-update'
)}
>
{/* ... */}
</div>
```
```css
@keyframes flash-update {
0%, 100% { background-color: transparent; }
50% { background-color: rgba(59, 130, 246, 0.3); }
}
.flash-update {
animation: flash-update 0.6s ease-in-out;
}
```
---
## TESTING CHECKLIST
### Antenna Pattern Test:
- [ ] Sector antenna (65° beam, 25 dBi gain):
- [ ] Main lobe strongest (0 dB loss)
- [ ] ±30° from azimuth: ~-12 dB loss (visible but weaker)
- [ ] ±90° from azimuth: ~-25 dB loss (faint coverage)
- [ ] 180° from azimuth: ~-25 dB loss (back lobe visible)
- [ ] Omni antenna: perfect circle (no directivity)
### Heatmap Color Consistency Test:
- [ ] Place site, calculate coverage at zoom 8
- [ ] Note color at specific location (e.g., 5 km away)
- [ ] Zoom to level 12, color at same location UNCHANGED
- [ ] Zoom to level 16, color STILL THE SAME
- [ ] Legend shows actual dBm values
### Antenna Gain Test:
- [ ] Site A: 0 dBi omni, 43 dBm power → note coverage radius
- [ ] Site B: 15 dBi sector, 43 dBm power → coverage should be ~5x larger
- [ ] Site C: 25 dBi sector, 43 dBm power → coverage should be ~17x larger
### Antenna Height Test:
- [ ] Site A: 10m height → coverage radius ~11 km max
- [ ] Site B: 30m height → coverage radius ~19 km max
- [ ] Site C: 100m height → coverage radius ~35 km max
- [ ] Even with high power, coverage stops at horizon
### Batch Edit UX Test:
- [ ] Select 3 sites
- [ ] Edit one of them (panel opens)
- [ ] Click +10m batch operation
- [ ] Edit panel closes OR values update live
- [ ] Flash animation on updated sites
- [ ] Toast shows "Updated 3 sites by +10m"
---
## BUILD & DEPLOY
```bash
cd /opt/rfcp/frontend
npm run build
sudo systemctl reload caddy
# Test
curl https://rfcp.eliah.one/api/health
```
---
## COMMIT MESSAGE
```
fix(rf): implement accurate 3GPP antenna patterns
- Added proper 3GPP TR 36.814 horizontal pattern formula
- Sector antennas now show main lobe, side lobes, and back lobe
- Front-to-back ratio 25 dB (realistic for sector panels)
- Removed hard cutoff at beamwidth/2
fix(heatmap): ensure zoom-independent color mapping
- Removed dynamic maxIntensity (now constant 1.0)
- Same RSRP now shows same color regardless of zoom level
- Added Legend component with actual dBm thresholds
- Only radius and blur adjust with zoom (visual quality)
fix(rf): apply antenna gain to coverage calculations
- Antenna gain now affects RSRP: TxPower + Gain - PathLoss
- 0 dBi vs 25 dBi now shows massive coverage difference
- Formula: RSRP = Power + AntennaGain - FSPL - PatternLoss
fix(rf): implement radio horizon based on antenna height
- Added Earth curvature calculation (d = 3.57 * sqrt(h))
- 10m tower: 11 km horizon | 100m tower: 35 km horizon
- Coverage now limited by line-of-sight distance
- Prepares for Phase 4 terrain-aware LOS
fix(ux): improve batch edit workflow
- Edit panel closes when batch operation affects edited site
- Added flash animation on batch-updated sites
- Toast shows count of affected sites
- Clear visual feedback for all operations
```
---
## Expected Results
**After all fixes:**
1. **Antenna Pattern:**
- Sector shows wedge with weak back lobe
- No sudden cutoff, gradual attenuation
- Realistic F/B ratio ~25 dB
2. **Heatmap:**
- Colors consistent across ALL zoom levels
- Blue = weak, red = strong, ALWAYS
- Legend shows exact dBm ranges
3. **Antenna Gain:**
- High gain = much larger coverage
- 25 dBi sector vs 0 dBi omni: huge difference
- Realistic for real equipment
4. **Antenna Height:**
- Tall towers = wider coverage
- Coverage stops at radio horizon
- 100m tower can't reach 100 km (limited by curvature)
5. **UX:**
- Batch edit doesn't confuse users
- Clear feedback on what changed
- Smooth, professional workflow
🚀 Ready to implement!