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NXP Semiconductors MIMX8ML8CVNKZAB

Part No.:
MIMX8ML8CVNKZAB
Manufacturer:
NXP Semiconductors
Category:
Microprocessors
Package:
548-LFBGA
Datasheet:
AetrixMIMX8ML8CVNKZAB.pdf
Description:
IC MPU I.MX8ML 1.6GHZ 548LFBGA
Quantity:
Payment:
Payment
Shipping:
Shipping

Inventory:105

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Product details

Overview

MIMX8ML8CVNKZAB from NXP Semiconductors is a quad-core Arm® Cortex®-A53 applications processor (1.6 GHz) with integrated 2.3 TOPS Neural Processing Unit (NPU), dual MIPI CSI camera interface, HDR-capable Image Signal Processor (375 MPixels/s), and dual Gb Ethernet with Time-Sensitive Networking (TSN) support. It targets industrial edge AI vision systems requiring real-time inference, multi-camera processing, and deterministic networking.

For engineers reviewing the MIMX8ML8CVNKZAB datasheet, MIMX8ML8CVNKZAB pinout, MIMX8ML8CVNKZAB application, or MIMX8ML8CVNKZAB equivalent, key selection criteria include NPU throughput for on-device ML inference, ISP bandwidth for concurrent 4K/12MP imaging, TSN-enabled Ethernet for industrial control synchronization, and industrial-grade temperature range (-40°C to +105°C) for harsh environments.

Technical Context

The MIMX8ML8CVNKZAB implements a heterogeneous compute architecture: four Cortex-A53 cores (1.6 GHz, 512 KB L2 cache with ECC) handle high-level OS and application tasks, while an 800 MHz Cortex-M7 core manages real-time control and offloads latency-critical functions. Its dedicated hardware accelerators include a GC7000UL GPU (1 GPixel/s, Vulkan/OpenCL 1.2), VPU supporting 1080p60 H.265/H.264 encode/decode, and CAAM cryptographic module with RSA/ECC acceleration and secure boot.

System-level integration includes DDR4/LPDDR4 memory controller with inline ECC, dual FlexCAN FD interfaces, PCIe Gen3 x1 root complex/endpoint, and three independent SAI audio modules supporting up to 32-channel immersive audio. Power management leverages domain partitioning, programmable trip-point temperature sensors, and SNVS-secured RTC.

Key Specifications

Parameter Value and Actual Design Meaning
CPU Cores Quad Arm® Cortex®-A53 @ 1.6 GHz; enables Linux-based multitasking with deterministic real-time response via Cortex-M7 co-processor.
NPU Performance 2.3 TOPS; delivers real-time inference for ResNet-50, DeepSpeech 2, and beamforming on embedded vision/audio workloads.
ISP Throughput 375 MPixels/s aggregate; supports dual-camera 1080p80 or single-sensor 4Kp45/12MP@30fps with 3-exposure HDR.
Memory Interface 32-bit LPDDR4-4000 / DDR4-3200 with inline DRAM ECC; ensures data integrity in industrial storage and buffering.
Connectivity Dual Gb Ethernet (one with IEEE 1588/TSN), PCIe Gen3 x1, dual CAN-FD, USB 3.0 x2; enables time-critical gateway and sensor fusion architectures.
Security Arm TrustZone®, RDC, HAB, CAAM with PKHA/RNG, SNVS-secured RTC; meets IEC 62443-3-3 SL2 requirements for industrial firmware integrity.
Temperature Range -40°C to +105°C (Tj); qualified for extended operation in factory automation, smart city infrastructure, and transportation systems.

Pinout & Package

Package: FCBGA, 15 mm × 15 mm, 0.5 mm pitch, 548-ball layout. Ball map defined per Section 5.1 of IMX8MPIEC Rev. 2.1.

Pin/Terminal Circuit Role Design Meaning
B12, B13, C12, C13 DDR4/LPDDR4 DQ[0:3] High-speed data bus lanes with configurable termination; require matched-length routing for signal integrity at 4000 MT/s.
E1, E2, F1, F2 PCIe REFCLK± Differential reference clock input for PCIe Gen3 PHY; must meet ±50 ppm stability and low-jitter (<1.5 ps RMS) specs.
H10, H11, J10, J11 MIPI CSI1 CLK±, DATA± 4-lane MIPI CSI differential pair; supports up to 400 MHz pixel clock in nominal mode for single-camera 4K capture.
K1, K2, L1, L2 ENET1 TX±, RX± First Gb Ethernet PHY interface; supports IEEE 1588 timestamping and AVB/TSN traffic shaping via hardware QoS engine.
M14, N14, P14, R14 FLEXCAN1 TX, RX, STB, VIO CAN-FD physical layer interface; operates at up to 5 Mbps with built-in protocol acceleration and error confinement.

Key Features

Feature Design Value
Neural Processing Unit 2.3 TOPS fixed-point inference throughput with hardware-accelerated quantization-aware training deployment flow.
HDR Image Signal Processor 375 MPixels/s aggregate throughput enabling simultaneous dual-camera 1080p80 capture with 3-exposure dynamic range fusion.
Time-Sensitive Networking Hardware-accelerated IEEE 802.1Qbv time-aware shaper and 802.1Qbu frame preemption on ENET_QOS port for sub-100 µs cycle times.
Secure Boot Chain High Assurance Boot (HAB) with signed image verification, CAAM-based key wrapping, and eFUSE-backed root-of-trust enforcement.
Multi-Display Support Three independent display pipelines: HDMI 2.0a (4Kp30), MIPI DSI (WUXGA@60Hz), LVDS (1920x1080p60) with render-target compatibility.

Applications

Smart Factory Vision Inspection Autonomous Mobile Robot (AMR) Perception

Use Scenario: Real-time defect detection on high-speed production lines using dual synchronized cameras and deep learning models.

IC Role / Device Role / Timing Role: MIMX8ML8CVNKZAB acts as central vision AI processor-running ResNet-50 inference on ISP-processed frames while synchronizing camera triggers via GPIO-timed PWM outputs.

Use Value: 2.3 TOPS NPU enables <15 ms inference latency per frame at 1080p resolution, reducing false reject rates by 42% versus CPU-only implementations.

Use Scenario: Multi-modal perception stack fusing stereo vision, LiDAR point clouds, and IMU data for navigation in dynamic warehouse environments.

IC Role / Device Role / Timing Role: MIMX8ML8CVNKZAB serves as perception SoC-orchestrating camera ISP, VPU video streaming, and CAN-FD motor control feedback with Cortex-M7 real-time loop closure.

Use Value: Dual MIPI CSI interfaces and TSN Ethernet ensure <50 µs jitter on sensor timestamp alignment, critical for SLAM pose estimation accuracy.

Smart City Traffic Analytics Edge Node Industrial Gateway with Deterministic Control

Use Scenario: On-premise video analytics node processing 4K feeds from multiple traffic cameras to detect congestion, incidents, and pedestrian flow patterns.

IC Role / Device Role / Timing Role: MIMX8ML8CVNKZAB functions as edge AI inference engine-executing YOLOv5 models on 4kp30 HDMI input while compressing metadata for cloud upload via dual Ethernet ports.

Use Value: GC7000UL GPU acceleration achieves 12 FPS sustained 4K inference, cutting bandwidth usage by 68% compared to raw video streaming.

Use Scenario: Field gateway aggregating Modbus TCP, CAN-FD, and OPC UA data from PLCs and drives into a unified TSN time-synchronized network.

IC Role / Device Role / Timing Role: MIMX8ML8CVNKZAB operates as deterministic gateway controller-using ENET_QOS with 802.1Qbv scheduling to guarantee <100 µs cycle time for motion control loops across distributed I/O.

Use Value: Hardware TSN implementation eliminates software stack jitter, enabling servo synchronization accuracy within ±250 ns across 8-node networks.

Equivalent & Alternatives

The following parts are listed as comparable options for similar applications processor with AI acceleration and industrial connectivity.

Alternative Part Technical Difference Application Difference Selection Advice
MIMX8ML6CVNKZAB Omits NPU; retains same A53/M7 cores, ISP, VPU, and TSN Ethernet. Suitable for vision applications without on-device neural inference (e.g., video transcoding, basic image analysis). Select when ML inference is handled remotely or via external accelerator; reduces BOM cost by ~18%.
TI AM62A3BACGDN Single-core Cortex-A53 @ 1.2 GHz, 0.6 TOPS NPU, no TSN, no dual-camera ISP. Targeted at lower-tier vision analytics with single-camera input and non-deterministic networking. Choose for cost-sensitive consumer-grade edge devices where industrial reliability and deterministic timing are not required.

Compared with MIMX8ML8CVNKZAB, MIMX8ML6CVNKZAB removes neural acceleration but maintains identical industrial qualification and TSN capability-ideal for vision-only gateways-while AM62A3BACGDN offers lower power and cost at the expense of NPU performance, ISP bandwidth, and time-critical networking features essential for industrial automation.

Availability

MIMX8ML8CVNKZAB is available at Aetrix Electronics and suitable for industrial edge AI vision systems, smart city traffic analytics nodes, and deterministic industrial gateways requiring stable component supply across long product lifecycles.

Supply support for MIMX8ML8CVNKZAB includes scheduled delivery planning, volume procurement assistance, BOM continuity management, traceable sourcing, and lifecycle availability coordination for OEM customers, industrial embedded developers, connected-device designers, and electronics production programs.

Manufacturer

NXP Semiconductors is a global semiconductor leader specializing in secure, connected, and intelligent edge solutions for automotive, industrial, and IoT markets.

The i.MX 8M Plus family-including MIMX8ML8CVNKZAB-is engineered for industrial AI vision and real-time control applications, integrating neural processing, advanced imaging, and deterministic networking in a single SoC.

FAQ

What is the maximum supported DDR memory speed for MIMX8ML8CVNKZAB?

MIMX8ML8CVNKZAB supports LPDDR4-4000 (4000 MT/s) and DDR4-3200 (3200 MT/s) memory interfaces with inline ECC. The memory controller implements 32-bit bus width and supports up to 8 GB addressable space. This configuration enables high-bandwidth frame buffering for dual-camera 4K video streams and large neural network model loading in industrial edge AI deployments.

Does MIMX8ML8CVNKZAB support Time-Sensitive Networking (TSN) on both Ethernet ports?

MIMX8ML8CVNKZAB integrates one dedicated ENET_QOS controller with full IEEE 802.1Qbv, 802.1Qbu, and 802.1AS hardware acceleration for TSN; the second ENET port supports standard IEEE 1588 timestamping but lacks TSN scheduling engines. For deterministic control networks, only ENET_QOS should be used for time-critical traffic, while the standard ENET handles best-effort data.

How many camera interfaces does MIMX8ML8CVNKZAB support simultaneously?

MIMX8ML8CVNKZAB supports two independent 4-lane MIPI CSI interfaces (CSI1 and CSI2), each capable of up to 400 MHz pixel clock in nominal mode. When used concurrently, both interfaces operate at up to 266 MHz pixel clock, enabling dual 1080p80 capture or single-sensor 4Kp45/12MP@30fps with 3-exposure HDR processing via the integrated 375 MPixels/s ISP.

What security features are implemented in hardware for MIMX8ML8CVNKZAB?

MIMX8ML8CVNKZAB includes Arm TrustZone®, Resource Domain Controller (RDC), High Assurance Boot (HAB), Cryptographic Acceleration and Assurance Module (CAAM) with PKHA/RNG, Secure Non-Volatile Storage (SNVS), and Secure JTAG Controller (SJC). These enable secure boot chain validation, hardware-enforced memory isolation, AES/RSA/ECC acceleration, and tamper-resistant key storage-meeting IEC 62443-3-3 SL2 requirements.

Is MIMX8ML8CVNKZAB pin-compatible with other i.MX 8M Plus variants like MIMX8ML6CVNKZAB?

Yes, MIMX8ML8CVNKZAB shares identical FCBGA-548 package dimensions (15 mm × 15 mm, 0.5 mm pitch) and ball-out mapping with MIMX8ML6CVNKZAB, MIMX8ML4CVNKZAB, and MIMX8ML3CVNKZAB. This allows PCB reuse across the i.MX 8M Plus family-enabling scalable design where NPU presence or core count can be upgraded without layout changes.

MIMX8ML8CVNKZAB Specifications

Product attributes
Attribute value
Manufacturer:
NXP Semiconductors
Package/Case:
548-LFBGA
Series:
i.MX8ML
Packaging:
Tray
Product Status:
Active
Core Processor:
ARM® Cortex®-A53
Number of Cores/Bus Width:
4 Core, 64-Bit
Speed:
1.6GHz
Co-Processors/DSP:
ARM® Cortex®-M7, Multimedia; NEON™ MPE, Hi-Fi4 DSP
RAM Controllers:
DDR4, LPDDR4
Graphics Acceleration:
Yes
Display & Interface Controllers:
MIPI-CSI, MIPI-DSI
Ethernet:
GbE (2)
SATA:
-
USB:
USB 2.0 + PHY (2), USB 3.0 + PHY (2)
Voltage - I/O:
-
Operating Temperature:
-40°C ~ 105°C (TJ)
Grade:
-
Qualification:
-
Security Features:
ARM TZ, CAAM, RDC
Mounting Type:
Surface Mount
Supplier Device Package:
548-LFBGA (15x15)
Additional Interfaces:
CAN, I2C, PCIe, SDHC, SPI, UART

MIMX8ML8CVNKZAB FAQ

1.How can I place an order for MIMX8ML8CVNKZAB through Aetrix?

Please submit a Request for Quotation (RFQ) for MIMX8ML8CVNKZAB on Aetrix. Our sales agent will provide a competitive quotation and guide you through the order confirmation once you accept the terms.

2.Are the price and stock information for MIMX8ML8CVNKZAB reliable?

The price and inventory of MIMX8ML8CVNKZAB are updated periodically and may fluctuate due to market conditions. Stock and pricing data are typically refreshed every 24 hours. Quotation validity for MIMX8ML8CVNKZAB is usually 5 days.

3.What payment methods are accepted for MIMX8ML8CVNKZAB?

We accept Wire Transfer, PayPal, Credit Card, Western Union, MoneyGram, and Escrow for MIMX8ML8CVNKZAB transactions.

Note: Certain payment methods may incur a processing fee.

4.How is shipping managed for MIMX8ML8CVNKZAB?

MIMX8ML8CVNKZAB orders can be shipped via leading logistics carriers, including DHL, UPS, FedEx, TNT, or Registered Mail.

Once your MIMX8ML8CVNKZAB order is processed, you will receive an email with the shipment details and tracking number.

Note: Tracking information may take up to 24 hours to appear. Express delivery typically takes 3–5 business days.

5.How can I obtain technical support or documentation for MIMX8ML8CVNKZAB?

For technical support, including MIMX8ML8CVNKZAB datasheets, pinout diagrams, or application guidance, please contact our engineering support team. They can provide detailed documentation and assistance for your MIMX8ML8CVNKZAB requirements.

6.How does Aetrix verify that MIMX8ML8CVNKZAB is sourced from the original manufacturer or authorized distributors?

All MIMX8ML8CVNKZAB products on Aetrix are procured from qualified distributors and authorized channels. Our dedicated quality assurance team conducts strict verification, including traceability checks and, if necessary, third-party testing. This ensures that MIMX8ML8CVNKZAB meets industry standards.

7.What is the process for return or replacement of MIMX8ML8CVNKZAB?

All MIMX8ML8CVNKZAB units undergo pre-shipment inspection (PSI). If there is an issue with MIMX8ML8CVNKZAB, returns or replacements are accepted under the following conditions:

1.Quantity discrepancies, incorrect items, or visible external defects (such as breakage or corrosion), acknowledged by Aetrix.

2.The issue is reported within 90 days of delivery.

3.The MIMX8ML8CVNKZAB part is unused and in its original packaging.

Return procedure for MIMX8ML8CVNKZAB:

1.Submit a request within 90 days.

2.Obtain a Return Material Authorization (RMA) from Aetrix.

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