RF Propagation Models
for Radar Coverage Analysis
Five ITU-R standard propagation models for terrain-aware coverage prediction. From free-space baseline to full terrain-profile analysis with diffraction, tropospheric scatter, and climate variability.
Each model serves a different use case — from quick COST-231 Hata estimates for telecom planning to comprehensive Longley-Rice ITM analysis for long-range defense radar. Axiorad automatically selects the optimal model based on your frequency, distance, and terrain, or you can override manually.
Free-Space Path Loss
Friis Transmission Equation
Free-space path loss (FSPL) represents the theoretical minimum signal attenuation between two antennas with no obstacles, reflections, or atmospheric effects. Derived from the Friis transmission equation, it depends only on frequency and distance.
In radar coverage analysis, FSPL serves as the baseline against which all other propagation effects are measured. The actual path loss in any real scenario will always be equal to or greater than the free-space value. This makes it essential for calculating the theoretical maximum detection range of a radar system before terrain and environmental losses are considered.
When to use
- Calculating theoretical maximum radar range
- Air-to-air or satellite-to-ground scenarios with clear LOS
- As a baseline comparison for other propagation models
- Quick estimation before detailed terrain analysis
Limitations
- Does not account for terrain obstruction or ground reflections
- No atmospheric absorption or weather effects
- Overestimates coverage in all real-world terrestrial scenarios
- Not suitable for surface-to-surface radar planning over terrain
Specifications
Input Parameters
- Frequency (MHz)
- Distance (km)
- Transmitter antenna gain (dBi)
- Receiver antenna gain (dBi)
Two-Ray Ground Reflection
Multipath Ground Bounce Model
The Two-Ray model accounts for two propagation paths between transmitter and receiver: the direct line-of-sight ray and a ray reflected off the ground surface. The interaction between these two rays creates constructive and destructive interference patterns that significantly affect received signal strength.
At distances beyond a crossover point (dependent on antenna heights and wavelength), the Two-Ray model predicts signal strength rolling off as the fourth power of distance (40 dB/decade), rather than the square law of free space. This makes it more realistic than FSPL for ground-level radar systems, particularly in flat coastal or maritime environments where ground reflection is significant.
When to use
- Short-range surface radar systems (< 10 km)
- Maritime and coastal radar where sea reflection dominates
- Flat terrain with minimal obstructions
- Ground-level sensor networks in open environments
Limitations
- Assumes perfectly flat reflecting surface
- No terrain profile or obstruction modeling
- Inaccurate at very short distances (near-field effects)
- Does not handle multiple reflections or diffraction
Specifications
Input Parameters
- Frequency (MHz)
- Distance (km)
- Transmitter height (m)
- Receiver / target height (m)
- Ground reflection coefficient
COST-231 Hata
Urban/Suburban Empirical Model
The COST-231 Hata model extends the original Okumura-Hata model to frequencies up to 2000 MHz. It is an empirical model derived from extensive field measurements in European cities, making it the industry standard for cellular network planning in urban and suburban environments.
For radar and radio coverage analysis, COST-231 Hata provides environment-specific path loss predictions without requiring detailed terrain profiles. It classifies the environment as urban, suburban, or rural and applies correction factors accordingly. This makes it particularly valuable for planning radio networks, base station coverage, and VHF/UHF communication systems where the deployment environment is well characterized.
When to use
- Telecom and radio network coverage planning
- VHF/UHF radar systems in built-up areas
- Base station site selection and optimization
- Quick coverage estimates where terrain profiles are unavailable
- Urban surveillance system planning
Limitations
- Frequency range limited to 150–2000 MHz
- Distance range limited to 1–20 km
- Empirical — may not match specific local conditions
- No individual terrain profile analysis
- Base station must be above surrounding clutter
Specifications
Input Parameters
- Frequency (150–2000 MHz)
- Distance (1–20 km)
- Base station height (30–200 m)
- Mobile height (1–10 m)
- Environment type (urban / suburban / rural)
Longley-Rice ITM
Irregular Terrain Model
The Longley-Rice Irregular Terrain Model (ITM) is the most widely used terrain-based propagation model for frequencies between 20 MHz and 20 GHz. Developed by the U.S. National Telecommunications and Information Administration (NTIA), it predicts median path loss over irregular terrain using a combination of electromagnetic theory and statistical analysis.
ITM operates in two modes: point-to-point (using actual terrain profiles) and area prediction (using terrain statistics). In point-to-point mode, the model extracts terrain features from the elevation profile between transmitter and receiver, calculates diffraction losses over obstacles, and accounts for tropospheric scatter for beyond-horizon paths. It also models climate effects through refractivity parameters.
For radar coverage analysis, Longley-Rice ITM is the workhorse model for long-range systems operating over diverse terrain. Its ability to handle distances up to 2000 km with terrain-aware diffraction makes it essential for defense radar planning, border surveillance, and any scenario involving significant terrain obstruction.
When to use
- Long-range radar coverage prediction (> 20 km)
- Defense and border surveillance system planning
- Coverage analysis over mountainous or irregular terrain
- VHF/UHF through microwave frequency bands
- When accurate terrain diffraction modeling is required
Limitations
- Requires detailed terrain elevation data
- Computationally more intensive than empirical models
- Statistical variability modes may under-predict in some terrain
- Does not model individual building obstructions
- Limited accuracy for very short paths (< 1 km)
Specifications
Input Parameters
- Frequency (20 MHz – 20 GHz)
- Distance (1–2000 km)
- Transmitter and receiver heights (m)
- Terrain elevation profile
- Climate type (7 categories)
- Surface refractivity (N-units)
- Ground conductivity and permittivity
- Time / location / situation variability (%)
ITU-R P.1812-6
Terrain-Based Point-to-Area Prediction
ITU-R P.1812-6 is the most comprehensive terrain-based propagation model in the ITU-R series. It provides point-to-area predictions for terrestrial services in the 30 MHz to 6 GHz range, combining multiple propagation mechanisms into a single, unified framework.
The model calculates propagation loss by considering line-of-sight propagation with sub-path diffraction, complete diffraction over terrain obstacles using the Bullington method with correction terms, tropospheric scatter for beyond-horizon paths, and ducting / layer reflection for anomalous propagation conditions. It also accounts for clutter losses at the receiver location.
What makes P.1812-6 particularly powerful for radio network planning is its explicit handling of location variability and time variability. You can specify the percentage of locations and time for which coverage must be achieved, making it ideal for regulatory compliance and service-level planning in telecom networks.
When to use
- Telecom and broadcast area coverage prediction
- Multi-site best server analysis
- Regulatory coverage compliance studies
- Coverage planning where time/location variability matters
- Medium-range radar systems (VHF through C-band)
Limitations
- Frequency limited to 30 MHz – 6 GHz (no X/Ku-band)
- Requires detailed terrain profiles and climate data
- Computationally intensive for large analysis areas
- Clutter modeling is statistical, not building-specific
- Newer model with less field validation than Longley-Rice
Specifications
Input Parameters
- Frequency (30 MHz – 6 GHz)
- Distance (0.25–3000 km)
- Transmitter and receiver heights (m)
- Terrain elevation profile
- Location variability (1–99%)
- Time variability (1–99%)
- Average annual delta-N (radio refractivity lapse rate)
- Sea-level surface refractivity (N₀)
- Receiver clutter type and height
Propagation Model Comparison
Quick reference for selecting the right propagation model based on your frequency range, terrain data availability, and analysis requirements.
| Property | Free-Space | Two-Ray | COST-231 | Longley-Rice | P.1812-6 |
|---|---|---|---|---|---|
| Frequency | Any | Any | 150–2000 MHz | 20 MHz–20 GHz | 30 MHz–6 GHz |
| Max Distance | Unlimited | ~10 km | 20 km | 2000 km | 3000 km |
| Terrain | None | Flat ground | Empirical | Full profile | Full profile |
| Diffraction | No | No | No | Yes | Yes |
| Troposcatter | No | No | No | Yes | Yes |
| Environment | Vacuum | Open/flat | Urban/rural | All | All + clutter |
| Variability | None | None | None | Time/location | Time/location |
| Input Data | f, d | f, d, h | f, d, h, env | f, d, h, terrain | f, d, h, terrain, climate |
| Best For | Baseline | Maritime | Telecom | Defense/radar | Radio planning |
How Axiorad selects the right model
When set to automatic mode, Axiorad evaluates your analysis parameters and selects the most appropriate propagation model. The selection considers frequency band, analysis distance, available terrain data, and environment type.
Analyze coverage with professional
propagation models
All five propagation models run in your browser with GPU acceleration. No installation, no server-side processing, no data leaves your machine.
Free tier • No credit card required • Client-side GPU processing