simcap

SIMCAP Documentation

Implementation Documentation

For documentation on what’s actually implemented, see the README files in each component:

ML Pipeline

Component	Status	Description
ML Pipeline	Active	Gesture classification training pipeline

Device Firmware

Component	Status	Description
GAMBIT	Active	9-DoF IMU telemetry firmware for Puck.js
MOUSE	Active	BLE HID Mouse - tilt to move cursor
KEYBOARD	Active	BLE HID Keyboard - macros & gestures
BAE	Reference	BLE advertising reference implementation
P0	Prototype	WebSocket-based serial interface

Web Interfaces

Component	Status	Description
Firmware Loader	Active	Upload firmware to Puck.js via WebBLE
GAMBIT Web	Active	Real-time sensor visualization and data collection
GAMBIT Collector	Active	Labeled data collection for ML training
P0 Web	Prototype	D3.js visualization interface
JOYPAD	Concept	Dual-hand game controller concept
[FFO\(](../src/web/FFO\)/)	Research	$1 gesture algorithm research direction

Data

Location	Description
data/GAMBIT/	Baseline sensor data (40+ JSON files, Nov 2023 - Jan 2024)

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Design Documents

For speculative designs, proposals, and conceptual analysis, see:

Design & Research

Contains future vision documents and research directions:

• Revisiting SIMCAP - Comprehensive analysis of theoretical vision vs. current implementation, including three-tier roadmap and ML architecture proposals

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System Architecture

graph TB
    subgraph "Hardware"
        PUCK[Puck.js]
        IMU[9-DoF IMU]
    end

    subgraph "Firmware"
        GAMBIT[GAMBIT]
        MOUSE[MOUSE HID]
        KEYBOARD[KEYBOARD HID]
    end

    subgraph "Web Tools"
        FWLOADER[Firmware Loader]
        COLLECTOR[Data Collector]
    end

    subgraph "ML Pipeline"
        DATA[(Labeled Data)]
        TRAIN[Training]
        MODEL[CNN Model]
    end

    IMU --> GAMBIT
    IMU --> MOUSE
    IMU --> KEYBOARD
    FWLOADER --> |Upload| GAMBIT
    FWLOADER --> |Upload| MOUSE
    FWLOADER --> |Upload| KEYBOARD
    GAMBIT --> |BLE| COLLECTOR
    COLLECTOR --> DATA
    DATA --> TRAIN
    TRAIN --> MODEL

Component Status Legend

Status	Meaning
Active	Production-ready, actively maintained
Prototype	Functional but not production-ready
Reference	Working example, not actively developed
Concept	Design document only, not implemented
Research	Exploratory research direction

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