Unmanned Aerial Vehicles (UAVs)

Low power innovations for the next frontier of aviation

Related Applications


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During the last 25 years, defense-grade unmanned aerial vehicles have benefitted from Lattice's advances in vision processing and sensor fusion to solve complex national security challenges. In the coming years, advances in process technology, algorithms and machine learning will deliver a new set of robust capabilities and use cases while advancing flight control and autonomy, lowering mission costs and extending the payload and duration of missions.

Focused on vision processing performance at the lowest power and always-on AI built on highly reliable FD-SOI platform, Lattice delivers industry leading solutions to help develop next generation avionics with reduced risk and time to market.

Key Lattice FPGA Features & Benefits

  • Best-in-class performance for vision processing and video bridging applications with up to 75% lower power vs similar FPGAs
  • Small form factor packaging with sizes as small as 4 mm x 4 mm
  • Built-in high-speed connectivity including embedded MIPI DPHY, PCIE, DDR3, 1.5 Gbps LVDS and integrated Analog-to-Digital converters simplify data acquisition and processing, sensor fusion, RF front-end interfaces, and control plane implementations
  • Lowest power, parallel multi-sensor interfaces for sensor fusion and low latency networking solutions help integrate real time data to provide a single, autonomous operating picture and enable more informed decisions

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Example Applications

Image Sensor ProcessingExpand Image

Image Sensor Processing

  • Bridge one or multiple CSI-2 image sensors to processor interface (PCIe, CMOS, CSI-2)
  • Integrate full functional universal video pipeline
  • Examples: Debayer, color correction matrix, RGB gain, gamma correction…
  • Offloads ISP functionality from the processor
Sensor AggregationExpand Image

Sensor Aggregation

  • Aggregate up to 11 MIPI CSI-2 image sensors into one MIPI CSI-2 output
  • Stitch data together into larger horizontal video frame
  • Use external DDR memory to stitch data into larger vertical video frame
  • Arbitrate data from image sensors using unique virtual channel numbers
  • Extend limited processor sensor interface capability and connect more sensors
Co:processing Block Diagram with Certus-NXExpand Image

Co-processing

  • Off-load CPU by using Certus-NX as a co-processor to accelerate complex functions
  • DDR3 & LPDDR2 interface support (up to 1066 Mbps) and on-chip embedded memory (up to 2.9 Mbit) provide multiple options for data buffering
  • Compact packages as small as 6x6 mm with PCIe and DDR memory interface support

Reference Designs

Human Face Identification Reference Design

Reference Design

Human Face Identification Reference Design

Uses a Convolutional Neural Network in the ECP5 FPGA to detect a human face, and match to known registered faces. Can be adapted to work with any other object.
ECP5 / ECP5-5G, CertusPro-NX, CrossLink-NX 
Object Detection, Object Identification, Lattice sensAI, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs 
Human Face Identification Reference Design
1 to N MIPI CSI-2/DSI Duplicator Reference Design

Reference Design

1 to N MIPI CSI-2/DSI Duplicator Reference Design

The 1 to N MIPI CSI-2DSI Duplicator reference design stream on one RX channel is duplicated and sent out on one to four TX channels.
CrossLink, CrossLinkPlus, CrossLink-NX, CertusPro-NX 
CSI-2, MIPI, Modular MIPI/D-PHY, Lattice mVision, DSI, Video Tx/Rx, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs, Automotive 
1 to N MIPI CSI-2/DSI Duplicator Reference Design
8:1 マイクロフォン集約

Reference Design

8:1 マイクロフォン集約

iCE40 UltraPlus™ は8個のPDMマイクロフォンからデータを集約し、12Sを経由してプロセッサに伝送することが可能な低コスト、電力効率の良い、小型フットプリントのオーディオソリューションを提供します。
iCE40 UltraPlus 
Beam Forming, I2S, Microphone, PDM, Signal Aggregation, SPI, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs 
8:1 マイクロフォン集約
Infrared Remote Tx/Rx Reference Designs

Reference Design

Infrared Remote Tx/Rx Reference Designs

Implements an interface to IR receive and/or IR transmit. This includes PWM (pulse width modulation) timing and protocol conversion to an SPI /I2C bus
iCE40, iCE40 Ultra / UltraLite, iCE40 UltraPlus 
I2C, Infrared LED, PWM, SPI, UAVs 
Infrared Remote Tx/Rx Reference Designs
LED/OLED Driver Reference Design

Reference Design

LED/OLED Driver Reference Design

Drive an LED via WISHBONE bus. Default is targeted to a GM1WA55311A LED but can be used to control other LEDs or OLEDs with similar functions.
MachXO, MachXO2, MachXO3 – 制御/ブリッジFPGA 
LED Control, Wishbone, UAVs 
LED/OLED Driver Reference Design
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IP Cores

2値化ニューラルネットワーク（BNN）アクセラレータIP

IP Core

2値化ニューラルネットワーク（BNN）アクセラレータIP

わずかミリワットの消費電力で機械学習インターフェースを実装
iCE40 UltraPlus 
Machine Learning/AI, Lattice sensAI, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs 
2値化ニューラルネットワーク（BNN）アクセラレータIP
CNN Plus Accelerator IP Core

IP Core

CNN Plus Accelerator IP Core

CNN Plus IP is a flexible accelerator IP that simplifies implementation of Ultra-Low power AI by leveraging capabilities of Lattice FPGAs.
CrossLink-NX, Certus-NX, CertusPro-NX 
Machine Learning/AI, Lattice sensAI, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs, Automotive, CNN Bundle 
CNN Plus Accelerator IP Core
CNN Co-Processor Accelerator IP

IP Core

CNN Co-Processor Accelerator IP

A CNN co-processor accelerator engine for use with low power Lattice FPGAs. The engine can be used with a RISC-V processor to create an SOC and implement TF Lite-based acceleration applications that leverage the parallel compute and distributed resource capabilities of Lattice FPGAs.
CrossLink-NX 
Lattice sensAI, Machine Learning/AI, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs, CNN Bundle 
CNN Co-Processor Accelerator IP
カラー・スペース・コンバータの概要

IP Core

カラー・スペース・コンバータの概要

The Lattice Color Space Converter IP Core is widely parameterizable and can support any custom color space conversion requirement.
ECP5 / ECP5-5G, LatticeECP3, LatticeECP2/M, LatticeSC/M, LatticeXP2, CrossLink-NX, Certus-NX, CertusPro-NX, Avant-E, MachXO5-NX, Avant-G, Avant-X 
Image Processing, JPEG CODEC, Lattice mVision, UAVs, Automotive 
カラー・スペース・コンバータの概要
ガンマ補正

IP Core

ガンマ補正

The Lattice Gamma Corrector IP core is a multi-color plane gamma correction system that can support almost any custom gamma correction requirement.
ECP5 / ECP5-5G, LatticeECP3, LatticeECP2/M, LatticeXP2, CertusPro-NX, Avant-E, Avant-G, Avant-X, CrossLink-NX, Certus-NX, MachXO5-NX 
Image Processing, Lattice mVision, UAVs, DSP Bundle 
ガンマ補正
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Development Kits & Boards

エンベデッドビジョン開発キット

Board

エンベデッドビジョン開発キット

組込みビジョン処理向けモジュールプラットフォーム
CrossLink, ECP5 / ECP5-5G 
3D Video, Camera, DDR SDRAM, HDMI, Image Processing, Machine Learning/AI, Lattice sensAI, Signal Aggregation, Video Tx/Rx, VIP, Lattice mVision, IoT & Wearables, Smart Toys & Robots, Home Control Appliances & Security, Notebooks & PCs, Tablets, Printers, AR / VR & Drones, UAVs 
エンベデッドビジョン開発キット
Lattice Sentry Demo Board for MachXO3D

Board

Lattice Sentry Demo Board for MachXO3D

A complete platform to help you develop and test a NIST 800-193-compliant PFR solution. Includes numerous features to enable debug, interface and expansion
MachXO3D 
Soft Processor, SPI Flash, Raspberry Pi, Security, Lattice Sentry, UAVs 
Lattice Sentry Demo Board for MachXO3D
Mach-NX向けLattice Sentryデモ・ボード

Board

Mach-NX向けLattice Sentryデモ・ボード

A complete platform to help you develop and test a NIST 800-193-compliant PFR solution. Includes numerous features to enable debug, interface and expansion
Mach-NX 
UAVs, Defense, Soft Processor, SPI Flash, Raspberry Pi, Security, Lattice Sentry 
Mach-NX向けLattice Sentryデモ・ボード
HiMax社 HM01B0 UPduinoシールド

Board

HiMax社 HM01B0 UPduinoシールド


 
Arduino, Camera, Machine Learning/AI, Lattice sensAI, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs 
HiMax社 HM01B0 UPduinoシールド
HDMI VIP 入力ブリッジボード

Board

HDMI VIP 入力ブリッジボード

Dual HDMI input for Video Interface Platform (VIP)
TV HDMI / MHLレシーバ 
HDMI, VIP, UAVs 
HDMI VIP 入力ブリッジボード

Demos

PCIe Basic Demo for Lattice Nexus-based FPGAs

Demo

PCIe Basic Demo for Lattice Nexus-based FPGAs

The PCIe Basic Demo allows you to control three 7 segment LEDs and manipulate the onboard memory of the FPGA through the PCIe slot.
CrossLink-NX, Certus-NX, CertusPro-NX 
SPI, Camera, CSI Camera, Ethernet, PCIe, PMOD, RJ-45, X/S/RGMII, UAVs, Automotive, Bus Controllers, Defense, LED, Nexus PCIe 
PCIe Basic Demo for Lattice Nexus-based FPGAs
PCIe Colorbar Demo for Lattice Nexus-based FPGAs

Demo

PCIe Colorbar Demo for Lattice Nexus-based FPGAs

PCIe Colorbar Demo displays a series of moving colorbars by streaming the image data using DMA transfers from the FPGA to the host system.
CrossLink-NX, Certus-NX, CertusPro-NX 
SPI, Camera, CSI Camera, Ethernet, PCIe, PMOD, RJ-45, X/S/RGMII, UAVs, Automotive, Bus Controllers, Defense, LED, Nexus PCIe 
PCIe Colorbar Demo for Lattice Nexus-based FPGAs
PCIe DMA Throughput Demo for Lattice Nexus-based FPGAs

Demo

PCIe DMA Throughput Demo for Lattice Nexus-based FPGAs

The PCI Express DMA Throughput Demo allows to initiate DMA read and write transactions, transferring data from the host to the FPGA and vice versa.
CrossLink-NX, Certus-NX, CertusPro-NX 
SPI, Camera, CSI Camera, Ethernet, PCIe, PMOD, RJ-45, X/S/RGMII, UAVs, Automotive, Bus Controllers, Defense, LED, Nexus PCIe 
PCIe DMA Throughput Demo for Lattice Nexus-based FPGAs
PCIe Multifunction Demo for Lattice Nexus-based FPGAs

Demo

PCIe Multifunction Demo for Lattice Nexus-based FPGAs

Demonstrates the multifunction capabilities of the Crosslink-NX FPGA that allows access to GPIO, MDIO and I2C registers.
CrossLink-NX, Certus-NX, CertusPro-NX, MachXO5-NX 
SPI, Camera, CSI Camera, Ethernet, PCIe, PMOD, RJ-45, X/S/RGMII, UAVs, Automotive, Bus Controllers, Defense, I2C, LED, GPIO, Nexus PCIe 
PCIe Multifunction Demo for Lattice Nexus-based FPGAs
人感検出

Demo

人感検出

Uses an artificial intelligence (AI) algorithm to detect human presence with either the powerful ECP5 FPGA, or small, low-power iCE40 UltraPlus FPGA.
iCE40 UltraPlus, ECP5 / ECP5-5G 
Machine Learning/AI, Object Detection, Lattice sensAI, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs 
人感検出
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Documentation

Quick Reference
TITLE NUMBER VERSION DATE FORMAT SIZE
Select All
Soft Error Detection (SED)/Correction (SEC) User Guide for Nexus Platform
FPGA-TN-02076 2.1 7/18/2024 PDF 614.6 KB
Multi-Boot User Guide for Nexus Platform
FPGA-TN-02145 1.9 8/21/2024 PDF 1.1 MB
TITLE NUMBER VERSION DATE FORMAT SIZE
Select All
Soft Error Detection (SED)/Correction (SEC) User Guide for Nexus Platform
FPGA-TN-02076 2.1 7/18/2024 PDF 614.6 KB
Multi-Boot User Guide for Nexus Platform
FPGA-TN-02145 1.9 8/21/2024 PDF 1.1 MB

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