Development Characteristics of Behavioral Recognition IoT Systems:

• Data-driven: Behavioral recognition systems require a large amount of data for model training and optimization, including user behavioral data, text data, image data, etc.
• Multimodal processing: Behavioral recognition systems need to process not only text data but also image, audio, and other multimodal data, comprehensively analyzing user behavioral characteristics.
• Real-time requirements: Behavioral recognition systems need to have high real-time capabilities, capable of quickly and accurately recognizing and classifying user behavior.
• Deep learning technology: Behavioral recognition systems often use deep learning technology for feature extraction and pattern recognition, automatically learning and discovering implicit behavioral patterns from large amounts of data.
• Highly customizable: Behavioral recognition systems need to be customized and adjusted according to different application scenarios to meet the needs of various fields.

Main Application Areas of Behavioral Recognition IoT System Development:

• Financial risk control: Behavioral recognition systems can be used to identify abnormal transaction behaviors and reduce financial risks.
• Social media analysis: Behavioral recognition systems can analyze user behavior on social media, providing personalized recommendations and targeted advertising services.
• Human-computer interaction: Behavioral recognition systems can provide a smarter human-computer interaction experience by analyzing user behavioral patterns.
• Intelligent security: Behavioral recognition systems can identify suspicious behaviors to help ensure public safety.
• Health monitoring: Behavioral recognition systems can analyze user behavioral data to provide health monitoring and early warning services.

| Why Choose unicrom for Behavioral Recognition IoT System Development

Unicrom is a high-tech enterprise specializing in IoT software development. Our company’s development team of a hundred professionals has years of experience in IoT development, covering a full range of software development services including industrial control/data informatization, automated system control, instrument control and electrical measurement, data acquisition/status monitoring, artificial intelligence, communications, and more.

Our professional service team integrates advanced project management solutions with cutting-edge software technology. We provide strong support for the practical application and scientific research of enterprises and research institutions, helping our clients to realize tangible business value.

◆Interconnectivity: IoT development involves connecting multiple physical devices to the internet, enabling communication and data sharing among devices.

◆Sensing capabilities: IoT development includes the use of various sensors and detectors to perceive and monitor physical phenomena and parameters in the environment, such as temperature, humidity, and light.

◆Data Collection and Processing: IoT development requires real-time, accurate processing and analysis of data collected by sensors to generate useful information and decision support.

◆Remote Control: IoT development allows for remote control and management of physical devices, enabling users to control device operation and functions via the internet.

◆Security: The security of IoT device connections is a crucial aspect of IoT development, requiring various encryption and authentication measures to protect devices and data.

◆Real-time: IoT development needs to obtain and transmit data in real-time to meet the demand for real-time information and feedback, such as real-time monitoring and remote diagnosis.

◆Large-scale Deployment: IoT development involves deploying a large number of physical devices and sensors in various scenarios and environments, necessitating considerations of scale and management.

| Functions of IoT Software Development

◆Data Collection: Collects sensor data such as temperature sensors, humidity sensors, light sensors, etc. After data collection, it is transmitted via wired, wireless, Bluetooth, etc.

◆Data Storage and Analysis: Interacts with cloud databases to help store and manage data generated by devices. Additionally, it provides data analysis and processing functions to help identify patterns, trends, and anomalies in the data.

◆Remote Monitoring and Control: Enables remote monitoring and control of devices. By communicating with devices, it can monitor their status, changes, and operation, and remotely send control commands to control devices from the cloud.

◆Device Management: Provides management access rights to deployed IoT devices and automates processes. It is necessary to monitor the security and uptime of tasks such as data collection, data routing, and edge computing on these connected devices. Management applications monitor the network and send notifications to administrators, who can safely troubleshoot, update firmware, and restart these devices when necessary.

◆Security and Privacy Protection: The widespread application of IoT technology has brought enormous convenience and development opportunities, as well as important issues of data security and privacy protection. IoT development provides functions such as data encryption, access control, authentication, security vulnerability detection, and privacy protection measures to make data more secure and reliable.

◆Application Development and Integration: IoT development includes custom application development, API development, platform integration, and third-party service integration.

| Why Choose Unicrom for IoT Software Development

Unicrom offers professional IoT software development services with expertise in various aspects of IoT technology. Our team has extensive experience in developing IoT solutions that cater to diverse business needs. Here are some reasons to choose Unicrom for your IoT software development:

1. Technical Expertise: Our team has in-depth knowledge and experience in IoT technologies, platforms, and protocols, ensuring the development of robust and efficient IoT solutions.
2. Customized Solutions: We understand that each business has unique requirements. Unicrom offers customized IoT software development services to tailor solutions that align with your specific business needs and goals.
3. Security Focus: We prioritize the security of IoT devices and data. Unicrom employs industry-standard encryption, authentication, and access control measures to safeguard your IoT solutions from potential threats.
4. Scalability and Flexibility: Our IoT solutions are designed to be scalable and adaptable to accommodate the growing demands of your business. We ensure seamless integration of new devices, sensors, and functionalities as your business evolves.
5. Real-time Data Analytics: Unicrom leverages advanced data analytics techniques to derive meaningful insights from the vast amount of data collected by IoT devices. This enables businesses to make data-driven decisions and optimize operations.
6. Comprehensive Support: From initial consultation to deployment and post-implementation support, Unicrom provides end-to-end services to ensure the successful development and integration of your IoT solution.

Choose Unicrom for your IoT software development needs and leverage our expertise to drive innovation and efficiency in your business.

| Main Application Areas of IoT Development

◆Industrial Automation: IoT development has a wide range of applications in the field of industrial automation. By interconnecting devices and production lines, it enables real-time monitoring and optimization of production processes, enhancing productivity and quality.

◆Smart Cities: IoT development is extensively used in urban management. For instance, intelligent transportation systems can improve traffic efficiency and reduce congestion by sensing traffic flow and optimizing signal control.

◆Agriculture: IoT development facilitates smart agriculture in the agricultural sector. By sensing environmental parameters such as soil moisture and temperature, it allows for automated irrigation and monitoring of crops, enhancing agricultural productivity.

◆Healthcare: IoT development finds applications in the healthcare sector. Smart medical devices, for example, can monitor patients’ health conditions in real-time and transmit data to healthcare professionals, enabling telemedicine and health management.

◆Smart Home: IoT development is applicable in the smart home domain. Smart home systems, for instance, can remotely control household appliances via a mobile app, adding convenience to daily life.

◆Agriculture and Rural Development: IoT development also has broad applications in smart agriculture. Intelligent irrigation systems, for example, provide the most suitable water and fertilizer irrigation plans based on crop demand patterns, soil moisture, and soil properties, with integrated water and fertilizer systems installing these plans for timed and quantified irrigation.

◆Energy Management: IoT development aids industries and enterprises in expanding production while planning and utilizing energy efficiently to reduce energy consumption per unit of product and overall corporate energy usage.

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|在线文档编辑软件工作流程介绍：

| 银行合作客户介绍：

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|功能模块介绍

| 银行合作客户介绍：

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| 预付式消费监管平台架构介绍：

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Success Cases

Graphical Interface Board Development for Intelligent Cockpit Systems (Mobile Driving Platforms

The FPGA is based on the XC7Z100-2FFG900 from the Zynq-7 Series SoC family by Xilinx. The project achieves a 3G/S 14-bit high-speed AD acquisition through a 204b interface. The AD acquisition data is filtered to identify pre-determined valid data segments, which are then transmitted to the host computer through an Ethernet port for data processing using the on-chip system.

Development of High-Speed ADC Acquisition Systems for RF Test Boards Wireless Applications

FPGA/CPLD-Based RF Signal Processing System Development for 1GHz-40GHz Bands Using ALTERA Platforms

High-Speed ADC Acquisition Board Development for RF Signal Processing Standards

FPGA-Based High-Speed Data Acquisition System Development Utilizing Xilinx Zynq-7 SoC (XC7Z100-2FFG900) with 3 GSPS 14-bit ADC via JESD204B Interface

Development of Anlu PH1A100 Standard Reference Design Board

Multi-Interface Embedded System Development with PCIe Expansion, Gigabit Auto-Negotiation Ethernet, and SFP Optical Communication for EN-Compliant

PCIE Expansion Board Development with HDMI 2.1 Interface for High-Resolution Display Output

FPGA-Based PCIe-HDMI Video Interface Development Utilizing Xilinx XC7A200T-2FBG676I for 1920×1080 Display Output AV Systems

Heterogeneous Image Processing System Development Utilizing TI TMS320C6713BGDPA200 DSP and Altera EP2S30F672I4N FPGA for Embedded Vision Applications

DVI Signal Conditioning System Development with TI TFP401AMPZPEP Receiver and DS16EV5110ASQE Equalizer for Video Applications

DSP EP2S30F672I4N Sensor Data Signal Conditioning and Processing

DVI Signal Conditioning System Development with TI TFP401AMPZPEP Receiver and DS16EV5110ASQE Equalizer for EN-Compliant Video Interfaces

Heterogeneous Embedded Platform Development with Intel Cyclone V 5CEFA7F27I7N FPGA, NXP i.MX6Q ARM Cortex-A9 MPU, DDR3 Memory, and Gigabit Ethernet

The FPGA is responsible for image output, while the IMX6Q handles signal processing.

Solution

Vertical Integration Industry Solutions to Address Business Needs

Advanced Equipment Manufacturing

Advanced Equipment Manufacturing

By leveraging the flexibility and rapid response capabilities of FPGAs, customized motion control, machine vision, sensor fusion, high-speed communication, and safety-critical functions can be implemented, thereby driving the in-depth development of automation and intelligence in the manufacturing industry.

Biopharmaceutical Manufacturing Processes

Biopharmaceutical Manufacturing Processes

By utilizing the high-speed data processing and precise control capabilities of FPGAs, production processes can be optimized, and automated monitoring and quality control can be realized, thereby enhancing the efficiency, consistency, and safety of the pharmaceutical manufacturing process.

Inspection and Testing

Inspection and Testing

By employing the rapid parallel processing and real-time response features of FPGAs, immediate analysis and precise control of complex data can be achieved, thereby enhancing the speed, accuracy, and level of automation in testing, especially in high-end testing systems that require swift feedback and processing.

Robotics

Robotics

Utilizing the parallel processing capabilities and real-time performance of FPGAs, robots are provided with fast, flexible motion control, perceptual data processing, and intelligent decision-making support, thereby enhancing their response speed, precision, and ability to adapt to complex tasks.

New Energy

New Energy

By leveraging the rapid data processing and flexible logic control capabilities of FPGAs, the optimization of energy conversion efficiency, the stable operation of power grids, and the intelligent management of energy systems can be achieved.

New Materials

New Materials

By utilizing the highly customizable and rapid response characteristics of FPGAs, precise real-time data processing and control logic can be provided for material property analysis, production process control, and quality inspection, thereby accelerating the development process of new materials and enhancing production efficiency.

Partners

FPGA Development Functions

Logic Design

Implement various logical functions and algorithms, such as digital signal processing, image processing, encryption and decryption algorithms, etc.

Digital Circuit Design

Implement various functions of digital circuits, such as counters, registers, timing circuits, etc.

High speed data transmission

Realize high-speed data transmission and communication through the high-speed bus and protocol inside FPGA.

system integration

Integrate various hardware and software resources into an FPGA chip to achieve system functionality and performance optimization.

real-time processing

Utilize the high concurrency and speed of FPGA to achieve real-time processing and response, such as video processing, audio processing, etc.

Embedded system

Optimize the functionality and performance of various embedded systems, such as robots, smart homes, intelligent transportation systems, etc.

Low-power design

By optimizing the internal circuits and signals of FPGA, low-power and energy-saving design can be achieved.

Artificial intelligence

Fpgas provide a hardware-level acceleration to perform complex mathematical operations and data processing tasks.

Unicrom’s advantages

Reliable Partner

With 36 years of experience and a team of over 100 industry veterans, we offer long-term, stable R&D services.

Professional Development Team

Our R&D team, with 12 years of industry experience, provides comprehensive services from consulting and requirements gathering to UI design, prototyping, testing, and deployment.

Senior Management Accountability

Leaderships oversee projects directly to ensure successful on-time delivery.

End-to-end Risk Management

Our project management team, certified in PMP and ACP, handles all risk aspects from feasibility analysis to deployment, ensuring project success.

ISO9001 Certification

Certified for design and development of computer application software, embedded industrial control boards, and electronic harness production.

Production and processing facilities

Machining+SMT center

FPGA project workflow

Customer Requirements
Acceptance Criteria

Schematic Design
PCB (Printed Circuit Board) Design
SMT (Surface-Mount Technology) Soldering

System and Driver Debugging

Aging Test
Custom Board Card Delivery

Remote support
On-Site Support

| Introduction to the Characteristics of FPGA Development

◆ Hardware oriented: FPGA software development is a hardware oriented development approach that requires writing Hardware Description Language (HDL) code for logical design and implementation, which is very different from traditional software development.

◆ High parallelism: FPGA software development can fully utilize FPGA’s parallel computing power, achieve highly parallel data processing and algorithm operations, and have high efficiency and speed.

◆ Restricted hardware resources: FPGA hardware resources are limited, so when developing FPGA software, it is necessary to fully consider the use of hardware resources, optimize and compress them to fully utilize FPGA resources.

◆ Suitable for specific scenarios: FPGA software development is mainly suitable for certain specific scenarios, such as high-performance computing, real-time processing, embedded systems, etc., and is not suitable for general software development.

◆ Professional knowledge requirements: FPGA software development requires certain professional knowledge and skills, familiarity with hardware description languages, digital circuit design, and other related knowledge, as well as certain experience and practical experience.

| Introduction to the Functions of FPGA Software Development

◆ Logic design: FPGA software development can perform logic design to implement various logic functions and algorithms, such as digital signal processing, image processing, encryption and decryption algorithms, etc.

◆ Digital Circuit Design: FPGA software development can be used for digital circuit design, realizing various functions of digital circuits, such as counters, registers, timing circuits, etc.

◆ High speed data transmission: FPGA software development can achieve high-speed data transmission, and high-speed data transmission and communication can be achieved through the high-speed bus and protocol inside FPGA.

◆ System Integration: FPGA software development allows for system integration, integrating various hardware and software resources into one FPGA chip to achieve system functionality and performance optimization.

◆ Real time processing: FPGA software development can perform real-time processing, utilizing the high concurrency and speed of FPGA to achieve real-time processing and response, such as video processing, audio processing, etc.

◆ Embedded systems: FPGA software development can be used for embedded systems to optimize the functionality and performance of various embedded systems, such as robots, smart homes, intelligent transportation systems, etc.

◆ Low power design: FPGA software development can achieve low-power design by optimizing the internal circuits and signals of FPGA, achieving low-power and energy-saving design.

| Why choose us

Unicom is a high-tech enterprise that focuses on FPGA software and hardware development. The company’s 100 person development team has many years of experience in software and hardware development, and its service scope covers industrial control/data informatization, automation system control, instrument control and electrical measurement, data acquisition/status monitoring, artificial intelligence, communication and other fields of comprehensive software and hardware development business.
Our professional service team integrates advanced project management solutions and cutting-edge software technologies. Provide strong support for the implementation and scientific research of enterprise product applications, and help customers achieve measurable business value.

| FPGA application area

Communication:
FPGA can achieve high-speed data processing, handle large amounts of data streams, support multiple communication protocols, and can also be flexibly configured and optimized to meet different communication needs.

Industry:
In the industrial field, FPGA can help achieve industrial automation, control systems, machine vision and other functions, improve production efficiency and quality.

Consumption:
In the consumer field, FPGA can be used to achieve efficient video and audio processing, improve the performance and user experience of consumer electronics products.

AI Plus：
In the field of artificial intelligence, FPGA can be used to accelerate the operation of deep learning algorithms, improve the training speed and inference performance of neural networks.

Data center:
In the field of data centers, FPGA can be used to accelerate data processing and analysis, improve the performance and efficiency of data centers.

Information security:
In the field of information security, FPGA can be used to achieve high-speed encryption, decryption, authentication and other functions, protecting the security of data.

| FPGA Ethernet board development process

| FPGA development board brand