Countering Hostile Drone Threats

Strategies and Technologies for Modern Drone Defense Security

EWO Simulation Threat Score Formula

Core Function

/* ==================== THREAT SCORING ==================== */
function getThreatScore(d) {
const cx = canvas.width / 2;
const cy = canvas.height / 2;

let dx = d.x - cx;
let dy = d.y - cy;
let distance = Math.max(1, Math.sqrt(dx*dx + dy*dy));

let speed = Math.sqrt(d.vx * d.vx + d.vy * d.vy);

let swarmRadius = 50 + wave * 8;
let swarm = drones.filter(o =>
o !== d && Math.hypot(o.x - d.x, o.y - d.y) < swarmRadius
).length;

let dirToCenterX = -dx / distance;
let dirToCenterY = -dy / distance;
let alignment = (d.vx * dirToCenterX + d.vy * dirToCenterY);
let directionBonus = Math.max(0, alignment) * 35;

let altitudeFactor = d.altitude === "Low" ? 68 :
(d.altitude === "Medium" ? 32 : 12);

let patternBonus = 0;
if (d.pattern === "Fast Rush") patternBonus = 45;
else if (d.pattern === "Erratic") patternBonus = 38;
else if (d.pattern === "Sneaky Slow") patternBonus = 15;

let targetingCount = interceptors.filter(i => i.target === d).length;
let multiTargetBonus = targetingCount * 22;

let rawScore =
(1 / distance) * 140 +
speed * 52 +
swarm * 28 +
directionBonus +
altitudeFactor +
patternBonus +
multiTargetBonus;

let normalized = Math.min(100, Math.round(rawScore / 4.5));

return {
raw: Math.round(rawScore),
normalized: normalized,
altitude: d.altitude,
speed: Math.round(speed * 10) / 10,
pattern: d.pattern
};
}

Breakdown of Components

  1. Distance Factor(1 / distance) * 120
    Closer drones receive exponentially higher priority. Distance is the dominant factor in real-world air defense.
  2. Speed Factorspeed * 45
    Faster-moving threats are harder to intercept and therefore more dangerous.
  3. Swarm Factorswarm * 25
    Counts nearby drones (within 60 pixels). Coordinated swarms dramatically increase threat level.

Example Calculations

Drone Distance Speed Swarm Count Threat Score Priority
Drone A (Critical) 30px 4.2 3 268 Highest
Drone B (Low) 380 px 1.8 0 ≈ 81 Low

Real-World C-UAS Threat Evaluation

Military and commercial counter-drone systems evaluate threats using Capability • Opportunity • Intent. Our algorithm mirrors core kinematic principles used in modern TEWA (Threat Evaluation and Weapon Assignment) systems.

Comparison Table

Factor

Our Simulation

Real-World Systems

Realism Level

Distance / Range

Inverse distance (×120)

Range, Time-to-Impact, Proximity

Excellent

Speed / Velocity

Direct multiplier (×45)

Velocity + Maneuverability

Strong

Group Behavior

Swarm count within radius

Swarm / Density detection

Good

Direction / Intent

Not yet included

Heading toward asset

Recommended addition

Key Insight: Real systems (Dedrone, Cambridge Pixel, Indra, etc.) combine sensor fusion, AI behavior analysis, and probabilistic scoring. Our current model provides a fast, effective kinematic foundation that can be extended with intent, classification, and altitude modeling.

Why This Design Works

1. Distance Dominates

Protecting the defended asset is always the highest priority — exactly as in battlefield air defense.

2. Speed Adds Realism

Fast threats can bypass defenses if not addressed quickly.

3. Swarm Adds Tactical Depth

Encourages breaking up coordinated attacks before saturation occurs.

Intelligent Threat Scoring

Our simulation and real-world systems use a sophisticated kinematic threat scoring algorithm that prioritizes drones based on distance, speed, swarm behavior, direction toward the asset, and existing engagement status.

Factor Our Approach Real-World Alignment
Distance Inverse distance with high weight Range / Time-to-impact (Excellent match)
Speed Velocity magnitude multiplier Kinematics & maneuverability
Swarm Dynamic radius based on wave Group behavior / density
Direction Alignment (dot product) bonus Heading toward protected asset
Multi-Targeting Bonus for existing interceptors Resource allocation / focus fire

This approach mirrors modern Threat Evaluation and Weapon Assignment (TEWA) systems used by leading defense organizations.


Want to Learn More?

Connect with us for a consultation, site survey, or capability demo.

Contact: ewo.info@ewodronedefense.com

Web: https://ewodronedefense.com/