AEKD-AICAR1

Active
Design Win

Automotive AI on the edge for car state classification

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Product overview

Description

The AEKD-AICAR1 is a versatile system based on a long-short term memory (LSTM) recurrent neural network (RNN), which can provide a car state classification: car parked, car driving on normal road conditions, car driving on a bumpy road, car skidding or swerving.

The innovative idea in the AEKD-AICAR1 is to define an ECU detection node with an embedded artificial intelligence processing.

The AEKD-AICAR1 houses an SPC58EC chorus 4Mbytes microcontroller, which can acquire discrete acceleration variations on a three-axis reference system.

The AEKD-AICAR1 system represents a reference for the automotive AI on the edge processing.

It is possible to replace easily the sensor with another one that belongs to the ST MEMS family. It is also possible to modify the neural network and/or retrain the neural network. The new neural network is converted into a library executable by the MCU using SPC5-STUDIO-AI.

  • All features

    • The AEKD-AICAR1 is a hardware kit that consists of the following boards:AEK-MCU-C4MLIT1–SPC58EC Chorus 4 Mbytes MCU boardAEK-LCD-DT028V1–SPI-based TFT LCD displayAEK-CON-SENSOR1–MEMS sensor connector for SPC5 MCUSTEVAL-MKI206V1–Adapter board with AIS2DW12 digital motion sensor
    • Pretrained neural network code flashed in the MCU
    • Classification of four vehicle states: parking, normal road, bumpy, and skidding
    • Real-time data collection and processing of MEMS sensor data
    • LCD display for vehicle state
    • On MEMS disconnection, the system performs classification based on the internal datalog in the MCU flash memory
    • 28x18x7 cm
    • Supplied by 12 V or by eight AA batteries (not provided in the package)

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All tools & software

    • Part number
      Status
      Description
      Type
      Supplier

      AEK-LCD-DT028V1

      Active

      Display expansion board with resistive touch for Chorus family

      Automotive IC Eval Boards ST
      AEK-LCD-DT028V1

      Description:

      Display expansion board with resistive touch for Chorus family

      AEK-MCU-C4MLIT1

      Active

      MCU discovery board for SPC5 Chorus 4M automotive microcontroller with CAN transceivers

      Automotive IC Eval Boards ST
      AEK-MCU-C4MLIT1

      Description:

      MCU discovery board for SPC5 Chorus 4M automotive microcontroller with CAN transceivers
    • Part number
      Status
      Description
      Type
      Supplier

      AEK-CON-SENSOR1

      Active

      Connector board for SPC5 MCU discovery boards and MEMS sensor boards in DIL 24 socket

      Transportation Solution Eval Boards ST
      AEK-CON-SENSOR1

      Description:

      Connector board for SPC5 MCU discovery boards and MEMS sensor boards in DIL 24 socket

      STEVAL-MKI206V1

      Active

      AIS2DW12 adapter board for a standard DIL 24 socket

      Sensor Solution Eval Boards ST
      STEVAL-MKI206V1

      Description:

      AIS2DW12 adapter board for a standard DIL 24 socket

Quality and Reliability

Part Number Marketing Status Package Grade RoHS Compliance Grade WEEE Compliant Material Declaration**
AEKD-AICAR1
Active
CARD Industrial Ecopack2 Yes

AEKD-AICAR1

Package:

CARD

Material Declaration**:

Marketing Status

Active

Package

CARD

Grade

Industrial

RoHS Compliance Grade

Ecopack2

(**) The Material Declaration forms available on st.com may be generic documents based on the most commonly used package within a package family. For this reason, they may not be 100% accurate for a specific device. Please contact our sales support for information on specific devices.

Sample & Buy

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Core Product
Marketing Status
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ECCN (US)
ECCN (EU)
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Budgetary Price (US$)*/Qty
AEKD-AICAR1 Available at distributors

Distributor availability of AEKD-AICAR1

Distributor Name
Region Stock Min. Order Third party link

Distributor reported inventory date:

No availability of distributors reported, please contact our sales office
AIS2DW12, SCP58EC80E5QMC0Y
Active
ST 5A992.c NEC ITALY

AEKD-AICAR1 Active

ECCN (US):
5A992.c
Budgetary Price (US$)*/Qty:
-

Part Number:

AEKD-AICAR1

Core Product:

AIS2DW12, SCP58EC80E5QMC0Y

Supplier:

ST

ECCN (EU):

NEC

Country of Origin:

ITALY

Distributor Name

Distributor reported inventory date:

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(*) Suggested Resale Price (USD) per defined quantity for BUDGETARY USE ONLY. For quotes, prices in local currency, please contact your local ST Sales Office or our Distributors