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  • Boyang Wang - Résumé
    • PERSONAL DETAILS
    • EDUCATION
    • RESEARCH INTERESTS
    • SKILLS
    • EXPERIENCE
      • Research Assistant Illinois Institute of Technology (2015-2020)
      • Teaching Assistant Illinois Institute of Technology (2015-2020)
      • Research Student Argonne National Laboratory (2017-2018)
    • RESEARCH PROJECTS
      • Reconfigurable Ultrasonic NDT System based on ZYNQ APSoC (2015-2019)
      • Statistical Signal Analyzing and Processing based on Artificial Intelligence (2016-2019)
      • Data Compression using Wavelet Packet Transform Optimized by Convolutional Autoencoder (2020)
    • OTHER PROEJCTS
      • Wearable sensor network for human gesture detection based on Artificial Intelligence (2019-2020)
      • A single Camera 3D microscope detail scanner (2019)
    • AWARDS
    • HOBBIES
    • CERTIFICATIONS
    • PUBLICATIONS
  • 王博杨 - 简历
    • 联系方式
    • 教育背景
    • 科研方向
    • 技术能力
    • 工作经历
      • 研究助理 伊利诺伊理工大学 (2015-2020)
      • 助教 伊利诺伊理工大学 (2015-2020)
      • 研究助理 美国阿贡国家实验室 (2017-2018)
    • 项目经历
      • 基于可编程片上系统的超声波无损探伤系统设计 (2015-2019)
      • 基于神经网络的超声波无损探伤信号处理 (2016-2019)
      • 卷积自编码器用于优化基于小波包分解的超声波信号压缩 (2020)
      • 固态媒介中的超声波通讯 (2017-2020)
    • 其他课题
      • 基于神经网络和传感器网络的人类姿态检测 (2019-2020)
      • 基于单通道显微镜相机的3D细节扫描仪 (2019)
      • 基于神经网络和单(双)通道腹膜心电图的胎儿心率检测 (2018)
    • 获奖情况
    • 证书
    • 论文情况
  • Research Projects
    • Ultrasonic NDT Signal Acquisition and Processing (USAP) System based on ZYNQ APSoC (2015-2019)
      • Introduction
      • System Implementation
      • Example Result
      • PUBLICATIONS
    • Software Defined Ultrasonic Communication System based on ZYNQ SoC (2017-2020)
      • PUBLICATIONS
    • Statistical Signal Analyzing and Processing based on Artificial Intelligence (2016-2019)
      • Ultrasonic Flaw Detection based on Temporal and Subband Signals Applied to Neural Network (2017-2018)
      • Multilayer Perceptron Neural Networks for Grain Size Estimation and Classification (2019)
      • FECG and MECG charachterization using machine learning (2018)
        • Introduction
        • Training the Neural Network with Tensorflow
        • Result
        • Conclusion
      • PUBLICATIONS
  • Course Projects
    • ECE425 Analysis and Design of Analog IC - Operational Amplifier Design (Fall2015)
      • Introduction
      • Calculations
      • Schematics and Simulations
        • Schematic Setup
        • Bode Plot (DC gain & Unity Gain Frequency & Gain Margin)
        • Phase Margin Test
        • Slew Rate Test
        • Input offset Voltage
        • Input Common Mode Range
        • Output swing
        • Openloop response
      • Performance evaluation
        • Openloop Gain
        • Slew Rate
        • ICMR
        • Output swing
        • Power Consumption
      • Conclusion
      • Reference
    • ECE565 Nodule Detection based on Statistical Signal Analysis (Spring2015)
      • Introduction
      • Methods and Results
        • Step 1: Segmentation of the lungs
        • Step 2: Detection and segmentation of lesion candidates
        • Step 3: Connectivity analysis and feature extraction from the segmented lesion candidates
        • Step 4: Feature selection and classification of the lesion candidates by using a rule based scheme
      • Discussion and Conclusion
      • References
    • ECE584 DCT Implementation Optimization on VLSI level (Spring2014)
      • Introduction
      • Background
      • Implementation
        • DCT direct implementation with Algorithm Strength Reduction
        • binDCT multiplier-less DCT implementation
      • Functional Validation and verification
      • MATLAB ISE co-simulation
      • Result
      • Conclusion and Future Work
      • Reference
    • ECE529 Advanced VLSI Systems Design (Spring2014)
      • Introduction
      • Background
        • multiplier
        • Conventional Domino Technique
        • Split Path Data Driven Dynamic Logic
      • Architecture Exploration
      • Function Validation and Verification
        • Dual rail DOMINO adder design
        • Split Path Data Driven Dynamic Logic
      • Bonus
        • Power gating of the Dual rail DOMINO design
        • Power gating of the Split Path Data Driven Dynamic Logic design
        • Comparison of these two designs
      • Results
      • Conclusion and Future Work
      • Reference
    • ECE429 Intro to VLSI (Fall2013)
      • Introduction
      • Background Knowledge
      • implementation and Simulation
        • Carry Ripple Adder
        • Carry Skip Adder
        • Carry Select Adder
        • Prefix Adder: Koggle Stone
        • bonus: multiplier
      • Conclusion
    • ECE587 Hardware/Software Codesign (Fall2013)
      • Introduction
      • Background Knowledge
      • 2D NoC Architecture
      • System Implementation
      • System Evaluation
      • Conclusion
      • Appendix
    • ECE441 Microcomputers and Embedded Computing Systems (Spring2013)
  • Other Projects
    • Drone Auto-Drive Code Challenge Report
      • Introduction
      • Implementation
      • Results
    • SidePrj: GRBL Python Library (2019)
      • Introduction
      • Implementation
    • SidePrj: Control MSOX2024a with pyvisa (2019)
      • System Environment Setup
      • Implementation
      • References
    • SidePrj: Split Spectrum Processing Implementation with Python (2018)
      • Introduction
      • Implementation
      • Results
    • checkee.info data Crawl and Analysis (2018)
      • Introduction
        • update on July 2019:
        • update on March 2020:
      • Implementation
      • Example Results
      • Disclaimer:
      • Note:
    • WeekendPrj: Adapting OV7670 camera module with Nexys4 DDR board (2017)
      • Introduction
      • Camera Interface
      • Vivado IP-Integrator
      • Result
    • WeekendPrj: 32by16 RGB Panel Control with ZYNQ APSoC(2017)
      • Introduction
      • LED Panel Design & FPGA code to drive it
      • Top Level FPGA Block Diagram
      • Write Software in XSDK
      • Test Results
      • Project Expansion
      • To duplicate the design
      • References
  • Supervised Students’ Projects
    • Faster R-CNN Applied to Ultrasonic Images for Breast Lesion Detection and Classification (2020)
      • Introduction
      • Results
      • publication
    • A Single-Camera 3D Microscope Scanner with Image Stitching and Stereo Matching (2019)
      • Introduction
      • System Implementation
      • Results
      • publication
    • ZYNQ APSoC based real-time HDMI Video Processing (2019)
      • Poster1
      • Poster2
    • Audio Signal Subband Decomposition and Reconstruction using ZYNQ APSoC (2018)
      • Poster
  • Awards
    • Sigma Xi/IIT Student Award for Excellence in University Research (2020)
    • Student Paper Competition Winner in the 2019 IEEE International Ultrasonics Symposium (2019)
    • Excellence Award in Field Rank Students’ Science And Technology Innovation Project (2011)
    • First prize in Beijing college students’ Physical Experimental Contest (2010)
  • Certifications
    • DeepLearning.AI TensorFlow Developer
    • Machine Learning
    • Algorithms
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Course Projects¶

  • ECE425 Analysis and Design of Analog IC - Operational Amplifier Design (Fall2015)
  • ECE565 Nodule Detection based on Statistical Signal Analysis (Spring2015)
  • ECE584 DCT Implementation Optimization on VLSI level (Spring2014)
  • ECE529 Advanced VLSI Systems Design (Spring2014)
  • ECE429 Intro to VLSI (Fall2013)
  • ECE587 Hardware/Software Codesign (Fall2013)
  • ECE441 Microcomputers and Embedded Computing Systems (Spring2013)

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