FPGA, NPU or MPU? Partitioning an Edge AI Architecture
A practical guide to partitioning edge AI workloads across FPGA, NPU, MPU and MCU resources by latency, power and software needs.
Read the note →An isolated communications gateway that connects serial, CAN and Ethernet domains while adding routing, timestamping, diagnostics and application-specific protocol logic.
Industrial and defense platforms rarely use a single communication standard. New Ethernet-based equipment must often coexist with RS-422, RS-485, CAN or program-specific serial protocols. A gateway must do more than convert voltage levels: it must preserve timing, handle faults, log traffic and enforce deterministic routing rules.
Alvexis builds gateway electronics around protected power, isolated transceivers and configurable embedded software. The platform can be delivered as a compact product, an OEM board or part of a test system.
Isolation, termination and transient protection per bus.
Parsing, framing, validation and application-specific conversion.
Deterministic paths, timestamps, buffering and rate management.
Ethernet APIs, local configuration, logs and health monitoring.
Values depend on the selected sensors, processor, interfaces, environment and acceptance method.
| Area | Definition |
|---|---|
| Channel count | Scaled through the selected carrier and enclosure. |
| Isolation | Defined from system grounding, transient and safety requirements. |
| Protocol behavior | Specified from real traffic, timing and failure conditions. |
| Program status | High-priority product platform suitable for pilot customer configuration. |
Send the interfaces, environment, decision metric and pilot quantity. We will identify the architecture and validation plan.