Tensor-ΣΔ PLC For Transportation

Engineered for Integration – Designed for Noise Mitigation

Device Intelligence With High Resolution Network Data – GridOS™

CogniSense Labs: Elevating the Wiring Harness Into a Smart HMI Network

The vehicle architecture becomes far more capable when interpreted through Tensor‑ΣΔ signal intelligence. Instead of treating the EV power network as a noisy constraint, CogniSense Labs turns it into a high‑fidelity sensing and communication layer. Battery‑management data, harness health, and topology changes are extracted cleanly even where conventional PLC and CAN‑FD fail, enabling weight reduction, redundant links, and multi‑modal sensing as natural outcomes of embedding intelligence at the physical layer.

The safety and cybersecurity elements map directly to CogniSense’s core value: every wire and connector becomes a measurable, finger-printable, self‑diagnosing asset. NP8‑style predictive maintenance and NP12‑style physical‑layer authentication flow directly from Tensor‑ΣΔ’s precision modeling. By elevating the harness into an intelligent sensor network, CogniSense inherently supports ISO 26262 and UN R155 through continuous awareness of system state, integrity, and component authenticity.

The Software-Defined Vehicle

(Safety Critical Communications)

Inherently Supports ISO 26262 and UN R155 Requirements

Modern Systems Are Drowning In Wires

Weight & Cost
  • Average vehicle harness: 50+ kg, 5+ km of wire
  • 3rd heaviest component after body and engine
  • Dedicated data wires for CAN, LIN, FlexRay add 15–20% to harness cost
EMI Vulnerability
  • Existing networks (CAN/LIN) are vulnerable to EMI from EV inverters, motors, DC‑DC converters
  • No hardware‑level authentication – any device on the bus can spoof messages
Cybersecurity Gap
  • UN R155 mandates cybersecurity management
  • 225% increase in vehicle cyberattacks in 5 years
    CAN bus has zero built‑in authentication
  • $6–14B automotive cybersecurity market by 2030

What if every device on the power bus could communicate securely – using the power of wires already in the vehicle?

Controlling Grid Electricity At The Device Edge – GridOS

(The Negotiated Network – No Bluetooth Required)

  • Addressable

  • Measured

  • Secured

  • Policy-Driven

(Planning Phase – Seeking Industry Partnerships)

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We’re at the start of making sensing simpler, smarter, and ready for building next‑gen products with Tensor‑ΣΔ.