Advanced Autonomous Robotics for Defense R&D

Delivering Mission-Ready Navigation in
GPS-Denied Environments

Field-Testing Reduction
0 %
Deployment Acceleration
0 %

Client Profile:

Our client is a premier government research organization operating under the Ministry of Defence, Government of
India. Based in Bengaluru, this strategic R&D institution specializes in advanced robotics, autonomous systems,
and underwater defense technologies. With a highly skilled workforce of 500+ scientists and engineers, it drives
cutting-edge innovations for national security applications, including unmanned platforms, AI-enabled systems,
and secure communication solutions.

Problem Statement

The client faced critical gaps in deploying autonomous systems for defense applications:

Localization Failure:

Inability to maintain accurate positioning indoors/outdoors without GPS signals, risking mission integrity.

Sensor Fusion Complexity:

Unreliable real-time integration of LiDAR, IMU, and stereo camera data, causing navigation drift.

Software Capability Gap:

Limited in-house expertise to develop scalable ROS2-based autonomy stacks for path planning and 3D mapping.

Validation Bottlenecks:

Absence of Hardware-in-the-Loop Simulation (HILS) delayed algorithm testing, escalating field deployment risks.

Accelerated Timelines:

Stringent 12-month deadline to meet Ministry of Defence milestones amid resource constraints.

Our Solution:

MicroGenesis delivered a modular autonomous navigation stack with end-to-end capabilities:

Core Technical Architecture

ROS2 Foxy Navigation Stack:

- Unified framework integrating real-time localization, 3D mapping, path planning, and mission control nodes.
- Seamless sensor fusion for LiDAR, IMU, stereo camera, and GPS.

Validation Infrastructure:

Hardware-in-the-Loop Simulation (HILS): Gazebo/ROS2 framework emulating underwater conditions, enabling 80% pre-deployment validation.

Precision Localization Engine:

- LiDAR-Inertial SLAM: Generated real-time 3D maps with <5 cm drift and 12-DOF altitude data.
- EKF-Based Fusion: Combined IMU, GPS, and LiDAR inputs for continuous drift compensation in GPS-denied zones.

Accelerated Timelines:

Stringent 12-month deadline to meet Ministry of Defence milestones amid resource constraints.

Development Approach

Phase
Activities
Tools/Outputs
Development
Custom ROS2 nodes for SLAM, EKF, path planning
C++, Python, Nav2 Stack
Testing
HILS validation of obstacle navigation
Gazebo, RViz, Ubuntu 20.04
Deployment
Docker packaging; on-premises integration
Docker, GitLab CI/CD
Knowledge Transfer
SDD/ICD documentation; on-site training
Technical manuals, simulation reports

Business Impact:

The solution delivered mission-ready autonomy within 12 months, achieving quantifiable outcomes:

Performance Metrics

KPI
Result
Operational Impact
Operational Impact
<5 cm drift in GPS-denied environments
Reliable navigation in critical zones
Testing Efficiency
80% validation via HILS pre-deployment
40% reduction in on-site testing time
Deployment Speed
Dockerized configuration
30% faster integration
Project Timeline Compliance
On-time delivery within 12 months
Met MoD defense milestones

Strategic Advantages

Future-Ready Architecture:

Modular design enables AI-based semantic mapping and swarm coordination upgrades.

Client Autonomy:

Comprehensive documentation/training empowered in-house team ownership

Tactical Demonstration:

Successfully validated autonomous multi-floor transitions with dynamic obstacle avoidance.

Start Your Journey With Experts

How We Solve Real Business Challenges

Salesforce Implementation Partner

From strategy to go-live — and beyond

As your dedicated Salesforce implementation partner, MicroGenesis delivers full-lifecycle implementations using a structured, low-risk methodology designed to get you to value quickly and keep you there through every phase of growth.

1. Discovery & Advisory

Workshops with your Salesforce consulting team to map processes, define goals, and shape a clear CRM roadmap.

2. Solution Design

Architecture, data model, and configuration blueprint crafted by certified Salesforce consultants aligned to your requirements.

3. Build & Configure

Declarative setup plus custom development across Sales, Service & Experience Cloud — built to Salesforce best practices.

4. Data & Integration

Secure data migration and Salesforce integration with your existing enterprise systems, delivered by our Salesforce integration partners team.

5. Testing & QA

Functional, integration, and user acceptance testing for a reliable, low-risk rollout of your Salesforce environment.

6. Deployment & Go-Live

Controlled release with cutover planning and hypercare support during the critical first days post-launch.

7. Training & Adoption

Enablement and change management from your Salesforce consulting firm to drive confident, lasting user adoption.

8. Managed Support

Ongoing 24×7 L1–L3 Salesforce managed support and continuous improvement for your live org.

Salesforce Managed Support

24X7 L1, L2 & L3 Salesforce support

Keep your Salesforce environment healthy, secure, and continuously improving with always-on managed support across all three tiers – delivered by our Salesforce partner team under clear SLAs.

24 X 7 X 365 Salesforce support coverage with defined SLAs and escalation paths

L1 : First Line

Day-to-day user support & monitoring
  • Ticket logging, triage & tracking
  • User access, login & password assistance
  • Basic how-to and navigation support
  • System monitoring and known issue resolution
  • Escalation to L2/L3 teams when required

L2: Functional

Configuration & Advanced Troubleshooting
  • Configuration changes and administrative tasks
  • Flow, validation rule, and automation troubleshooting
  • Reports, dashboards, and data issue resolution
  • Salesforce integration and synchronization diagnostics
  • Root cause analysis and issue resolution

L3: Engineering

Custom Development & Deep Expertise
  • Apex, Lightning Web Components (LWC), and custom code troubleshooting
  • Complex Salesforce integration engineering and support
  • Performance optimization and scalability tuning
  • Enhancements and new feature development
  • Vendor escalation management and coordination