Research

Findings &

Documentation.

Project research, field-test findings, performance benchmarks, and development logs for the Axentra IoT vehicle security system.

08

Research Papers

04

Test Phases

30

Days Field Test

99.2%

System Uptime

ESP32 Microcontroller Evaluation
Hardware
Phase 01

ESP32 Microcontroller Evaluation

CompleteJan 2024

Comparative analysis of ESP32 against Arduino Mega and Raspberry Pi Zero for vehicle IoT deployment. Evaluated power con…

GPS Module Accuracy Testing
Hardware
Phase 01

GPS Module Accuracy Testing

CompleteJan 2024

Field testing of NEO-6M GPS module across urban, suburban, and highway environments. Measured Time To First Fix (TTFF), …

GSM/4G Connectivity Reliability
Hardware
Phase 02

GSM/4G Connectivity Reliability

CompleteFeb 2024

Evaluation of SIM800L module for vehicle tracking data transmission. Tested packet loss rate, reconnection time after si…

Real-Time Data Pipeline Architecture
Software
Phase 02

Real-Time Data Pipeline Architecture

CompleteFeb 2024

Design and benchmarking of the server-side data pipeline for ingesting, processing, and distributing GPS and vehicle sta…

Authentication Architecture Research
Security
Phase 03

Authentication Architecture Research

CompleteMar 2024

Investigation into multi-factor authentication approaches for vehicle security dashboards. Compared session-token, JWT, …

Data Encryption in Transit
Security
Phase 03

Data Encryption in Transit

CompleteMar 2024

Analysis of encryption overhead on ESP32 for vehicle-to-server communication. Evaluated TLS 1.3 implementation options, …

Field Testing — Theft Simulation
Testing
Phase 04

Field Testing — Theft Simulation

CompleteApr 2024

Controlled theft simulation tests across three scenarios: parking lot movement, engine ignition attempt, and extended ve…

Long-Duration System Reliability
Testing
Phase 04

Long-Duration System Reliability

In ProgressMay 2024

30-day continuous operation test of the full Axentra hardware stack installed in a test vehicle. Monitored uptime, GPS l…

PDF · 2.4 MB

Hardware Specification

Component datasheets, wiring diagrams, and PCB layout documentation for the Axentra hardware stack.

Docs

API Reference

REST and WebSocket API endpoints for vehicle data ingestion, dashboard queries, and remote command delivery.

CSV · 18 MB

Test Data Archive

Raw CSV exports from all field testing phases — GPS logs, alert timestamps, and reliability metrics.

Axentra · IoT Vehicle Security