---
title: "SIGNET — Signal Intelligence Network Visualization (Research Thesis) | Andrés Blitz"
description: "SIGNET is a research thesis by Andrés Blitz on unifying 42 signal channels — IP, Wi-Fi, Bluetooth, cellular, optical — into one spatial intelligence layer, where patterns appear when signals are paired."
url: "https://andresblitz.com/projects/signet-thesis/"
last_updated: "2026-10-16"
lang: "en-CA"
---

> Note for AI agents: this is the clean Markdown version of https://andresblitz.com/projects/signet-thesis/. The site map for agents is https://andresblitz.com/llms.txt (full content: https://andresblitz.com/llms-full.txt).

Research · Thesis

# SIGNET

A research thesis on turning every kind of signal — IP packets, Wi-Fi, Bluetooth, cellular, optical — into one spatially-aware layer, and finding patterns that only appear when signals are paired.

Private repoMarkdownActive research

[GitHub (private)](https://github.com/blitzandres/signet-thesis) Access limited

Illustration

Illustration: the correlation grid animates random values; the domain bars show the thesis’ stated coverage targets.

## What it is

The central idea of SIGNET: signals contain patterns that are invisible in isolation and become visible when they are paired. Forty-two channels give 861 pairwise correlation axes.

The thesis is paired with a working prototype (NetWatch Next) and a playful front end (SIGSPACE).

## What I built

-   A 42-channel taxonomy across five physical domains: IP, RF, cellular, optical and “exotic” channels.
-   The math of “behavior waves”: correlation between signal pairs over a time window and place, with candidate and confirmed thresholds.
-   A live IP-layer experiment that surfaced several behavior waves within minutes.
-   A vision document mapping every prototype feature to the thesis layers, with a gap analysis and a five-phase roadmap.

**About the demo.** The source is private, so this page describes the project at a high level. The visual above runs on invented sample data generated in your browser — nothing on this page comes from a real account, device, network or portfolio.

## Project facts

Stack

Research writing (Markdown)Python / Flask prototypeGlobe.glLeafletCytoscape.jsECharts

Source

[github.com/blitzandres/signet-thesis](https://github.com/blitzandres/signet-thesis) (private)

Started

March 2026

Last updated

March 2026

Status

Active research