π§ Microcontroller-Based Payloads for Coastal Monitoring¶
Extreme-Spartan Cognitive Industries Pvt. Ltd.
π§ Overview¶
This section outlines the patented microcontroller chip architecture and its modular payload configurations for two deployment modes:
- Drone-mounted payloads for audit, mapping, and rapid response
- Beach perimeter sensors for continuous shoreline monitoring and AI-based anomaly detection
π Drone-Mounted Payload Configuration¶
| Module / Sensor | Functionality |
|---|---|
| Microcontroller Core | ESCAPE chip with OTA, UID, and SLAM sync |
| LiDAR (All Ranges) | Topographic mapping, bathymetry, depth estimation |
| GPS Module | Real-time geolocation and telemetry |
| 5G Transceiver | Low-latency data sync and drone handoff |
| Infrared Sensor | Temperature anomalies, current detection |
| Thermal Camera | Heat signature mapping, oil spill detection |
| Optical Camera (20MP) | Visual modeling, training datasets |
| IMU + Barometer | Flight stabilization, altitude tracking |
| UID Logger | Audit-ready traceability for each flight |
ποΈ Beach Perimeter Sensor Configuration¶
| Module / Sensor | Functionality |
|---|---|
| Microcontroller Core | Same architecture, optimized for static deployment |
| Optical Camera (Wide FoV) | Continuous visual monitoring of shoreline |
| Thermal + IR Sensors | Detect heat anomalies, current formation |
| GPS Module | Fixed location logging and sync |
| LiDAR (Short-Range) | Detect water movement patterns |
| 5G Sync Module | Real-time data push to cloud + drone |
| UID Tag + QR/NFC | Traceability and SOP compliance |
| Solar Power Unit | Sustainable operation with battery backup |
| Edge AI Inference | Onboard model for rip current and disaster detection |
π Data Flow Architecture¶
Monitoring Flow
flowchart TD
A[Sensor Input] --> B[ESCAPE controller]
B --> C{Sensor Data Valid?}
C -- Yes --> D[Edge AI Inference]
C -- No --> B1[Discard & Retry]
B1 --> A
D --> E{Model Confidence > Threshold?}
E -- Yes --> F[UID Logging]
E -- No --> D1[Retrain Model]
D1 --> D
F --> G{UID Assigned?}
G -- Yes --> H[5G Sync]
G -- No --> F1[UID Server Retry]
F1 --> F
H --> I{Network Available?}
I -- Yes --> J[Drone Handoff / Cloud Dashboard]
I -- No --> H1[Buffer Locally & Retry]
H1 --> H
J --> K[End: Monitoring Cycle Complete]
style A fill:#f9f,stroke:#333,stroke-width:2px
style K fill:#bbf,stroke:#333,stroke-width:2px π§ Strategic Advantages¶
- SLAM-Ready: LiDAR + GPS + IMU enable mapping and anomaly detection
- Edge AI: Enables real-time inference without cloud latency
- OTA Firmware: Supports model updates and retraining remotely
- UID Traceability: Ensures audit compliance for PPP and summit deployments
- Modular Design: Payloads can be reconfigured for drones, rovers, or static nodes
These microcontroller-based payloads form the backbone of Extreme-Spartanβs proactive coastal disaster management system β enabling scalable, intelligent, and traceable monitoring across dynamic and static environments.