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WIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB Chong-Yung Chi Ph.D. E.E., University of Southern California, Los Angeles, USA E-mail: [email protected] Web: http://www.ee.nthu.edu.tw/cychi/ Tel: 03-5731156 Office: Delta R966 August 30, 2017 1 / 14

WIRELESS COMMUNICATIONS & SIGNAL PROCESSING · PDF fileWIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB ... Massive MIMO and millimeter wave communications. ... Non-negative blind source

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Page 1: WIRELESS COMMUNICATIONS & SIGNAL PROCESSING · PDF fileWIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB ... Massive MIMO and millimeter wave communications. ... Non-negative blind source

WIRELESS COMMUNICATIONS & SIGNALPROCESSING LAB

Chong-Yung Chi

Ph.D. E.E., University of Southern California, Los Angeles, USA

E-mail: [email protected]: http://www.ee.nthu.edu.tw/cychi/

Tel: 03-5731156Office: Delta R966

August 30, 2017

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Page 2: WIRELESS COMMUNICATIONS & SIGNAL PROCESSING · PDF fileWIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB ... Massive MIMO and millimeter wave communications. ... Non-negative blind source

Research Areas of the Institute of CommunicationsEngineering

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5G Wireless Communication System

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Cellular Wireless Communication System

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Big Data Analysis

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Our Research Interests

Interdisciplinary Research: From wireless communications tobiomedical & hyperspectral image processing

I Lots of high-quality, innovative, cutting-edge research accomplishments.I Lots of joint research explorations with international experts and visiting

scholars/students.

Wireless Communications: 5G System Design

Coordinated beamforming designs for multicell networks.Robust transmit optimization for heterogeneous networks.Energy efficient full-duplex transceiver design.Distributed signal processing for Internet of Things (IOT) scenarios.Massive MIMO and millimeter wave communications.Content-centric secured communications.Massive machine type communications (MMTC), ultra reliable, lowlatency communications (URLLC).

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Page 7: WIRELESS COMMUNICATIONS & SIGNAL PROCESSING · PDF fileWIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB ... Massive MIMO and millimeter wave communications. ... Non-negative blind source

Our Research Interests

Interdisciplinary Research: From wireless communications tobiomedical & hyperspectral image processing

I Lots of high-quality, innovative, cutting-edge research accomplishments.I Lots of joint research explorations with international experts and visiting

scholars/students.

Biomedical & Hyperspectral Image Processing and Analysis: Big dataAnalysis and Machine Learning

Non-negative blind source separation (nBSS) with applications inbiomedical imaging and early cancer detection.

Fusion of different spectral and spatial resolution data.

Unmixing hyperspectral images for identification of unknownmaterials.

Graph signal processing for hyperspectral and biomedical dataanalysis.

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Page 8: WIRELESS COMMUNICATIONS & SIGNAL PROCESSING · PDF fileWIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB ... Massive MIMO and millimeter wave communications. ... Non-negative blind source

Biomedical & Hyperspectral Image Processing

Biomedical image analysisI nBSS with applications in early cancer detection using DCE-MRI.I Detection of non-negative biomedical sources in gene expression data,

microarray data, and molecular data.

Hyperspectral image analysisI Unmixing hyperspectral images for robust identification of unknown

materials against endmember variability and outliers.I Advanced data fusion algorithms for higher spectral and spatial resolution

of hyperspectral images.

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Page 9: WIRELESS COMMUNICATIONS & SIGNAL PROCESSING · PDF fileWIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB ... Massive MIMO and millimeter wave communications. ... Non-negative blind source

Experiment of Dual-Energy Chest X-Ray

Observed images composed of soft-tissue image and bone image

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Page 10: WIRELESS COMMUNICATIONS & SIGNAL PROCESSING · PDF fileWIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB ... Massive MIMO and millimeter wave communications. ... Non-negative blind source

Experiment of Dual-Energy Chest X-Ray

Separated images

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Page 11: WIRELESS COMMUNICATIONS & SIGNAL PROCESSING · PDF fileWIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB ... Massive MIMO and millimeter wave communications. ... Non-negative blind source

Summary of Our Group

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Page 12: WIRELESS COMMUNICATIONS & SIGNAL PROCESSING · PDF fileWIRELESS COMMUNICATIONS & SIGNAL PROCESSING LAB ... Massive MIMO and millimeter wave communications. ... Non-negative blind source

Funded Research Projects

Current Research Projects Sponsored by Ministry of Science andTechnology (Principal Investigator: Prof. Chong-Yung Chi)

I Advanced Convex Optimization Theory based Blind Source Separationfor Biomedical and Hyperspectral Image Analysis and Applications(08/01/2015∼07/31/2018)

I Advanced Robust Multicell Coordinated Transmission for InterferenceManagement under Imperfect Channel State Information(08/01/2016∼07/31/2018)

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Contact Us

If you want to join us, please contact us via

Prof. Chong-Yung Chi [email protected] Delta R966

Ms. Hasting Chiu [email protected] ext.34118 Delta R513

Or refer to our webpage

http://www.ee.nthu.edu.tw/cychi/

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