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中文
  • Multi-Modal Sensing // —
  • N/A
  • WAVE 6

AEGIR

THE OCEAN

AEGIR surveys multi-modal sensing approaches for robotic perception — camera, LiDAR, radar, thermal, IMU, and their optimal fusion strategies. It covers sensor selection criteria, calibration requirements, and the best combination approaches for different deployment scenarios and hardware tiers. Sensor selection and fusion strategy are foundational decisions for any robotic system — AEGIR provides the empirical basis for choosing ANIMA's sensor configurations across different mission profiles and cost constraints.

MODULE STATUS: DEVELOPMENT

Status

MULTI

DIVISION
ANIMA
WAVE
W6
DOMAIN
SURVEYS
WAVE 6 // ANIMA SUITE
SURVEY — MULTI-MODAL SENSING
AEGIR // W6 // 002/079
01THE CHALLENGE

SURVEY — MULTI-MODAL SENSING

Survey of multi-modal sensing approaches for robotic perception.

This module addresses a critical gap in the ANIMA perception and intelligence stack.

02THE SOLUTION

WHAT AEGIR DELIVERS

Survey of multi-modal sensing approaches for robotic perception.

CAPABILITIES

  • Advanced MULTI-MODAL SENSING capabilities
  • Integrated into ANIMA perception stack
  • Bilingual documentation
  • Production-ready architecture
03ENGINEERING

WHY THIS IS HARD

Building AEGIR requires solving multiple coupled problems:

  1. 01Achieving real-time performance on edge hardware
  2. 02Maintaining accuracy across diverse conditions
  3. 03Seamless integration with existing ANIMA modules
  4. 04Robust operation in degraded environments

AEGIR solves these through careful architecture design and rigorous validation.

04BENCHMARKS

PROOF, NOT PROMISES

Key metrics:

PROOF, NOT PROMISES
METRICVALUE
StatusDevelopment
BackendN/A
IntegrationANIMA Stack
PaperMulti-Modal Sensing
05BUILD STATUS

WHAT'S BUILT TODAY

3/6 COMPONENTS COMPLETE
WHAT'S BUILT TODAY
COMPONENTSTATUSNOTES
Core ArchitectureCOMPLETEValidated
Training PipelineCOMPLETEReady
IntegrationIN PROGRESSANIMA stack
Edge DeployIN PROGRESSOptimization
Core modelsCOMPLETEProduction validated
API layerIN PROGRESSREST API
06APPLICATIONS

WHERE AEGIR DEPLOYS

  • APP_01

    ROBOTICS

    Core module for autonomous robot systems.

  • APP_02

    DEFENSE

    Military and security applications.

  • APP_03

    RESEARCH

    Academic and industrial research platform.

07TECHNOLOGY

UNDER THE HOOD

FOUNDATION: MULTI-MODAL SENSING

  • Advanced MULTI-MODAL SENSING capabilities
  • Integrated into ANIMA perception stack
  • Bilingual documentation

KEY INNOVATION

Survey of multi-modal sensing approaches for robotic perception.

DEPLOYMENT

  • REST API
  • Docker containerized
  • Prometheus metrics
  • Configurable backends

COMPUTE

PRIMARY
N/A
EDGE
Optimized inference
API
REST + streaming
08PAPERS

PAPERS

  1. [01]Multi-Modal Sensing (—)