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Signal Processing Project

Location:
Columbia, MO, 65201
Posted:
September 02, 2010

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Resume:

ZHILING ZENG

**** ******* **** • Columbia, MO, **201

Cell: 573-***-**** • Email: abiooy@r.postjobfree.com

OBJECTIVE

Highly disciplined and self-motivated student seeks an entry level digital signal processing position

SUMMARY OF QUALIFICATIONS

• Expert in audio signal feature extraction and audio signal pattern recognition

• Familiar with audio signal processing (detection, estimation and classification)

• Experience with microphone sensor array and beamforming algorithm

• Strong programming skills (Matlab 6 yrs, Visual C 4 yrs), highly analytic and debugging skill

• Knowledge in Real time signal processing and Graphic User Interface ( GUI)

• Good mathematical modeling and probabilistic analysis background

EDUCATION

Expected Dec. 2010

• Master of Science, Electrical and Computer Engineering, GPA: 3.75 / 4.00

University of Missouri, Columbia, MO, US

Sep. 2004 – Jul. 2008

• Bachelor of Engineering, Electrical Engineering and Automation

University of Chongqing, Chongqing, P.R China

RESEARCH EXPERENCE

Graduate Research Assistant Dec. 2008 - Present

University of Missouri, Columbia, MO, US,

Research Areas: audio signal recognition, audio signal processing

Audio signal recognition: audio signal feature extraction and pattern recognition

Audio signal processing: sound source localization, echo cancellation, noise reduction, speech enhancement,

Array signal processing: adaptive beamforming, circular microphone array design

Key Accomplishments:

Project: Active Heterogeneous Sensing for Fall Detection and Fall Risk Assessment, founded by National Science

Foundation (CNS-0931607), May. 2009 - Present

• Completed hands-on experience with acoustic microphone sensors and Data Acquisition (DAQ)

• Built and calibrated a circular acoustic microphone sensor array (8 microphones, radius 0.25 meter)

• Turned on sensors and recorded a long audio file consisting of a bunch of human fall and false alarm signals,

• Detected each sound event, and then recognized fall signals using carefully selected sound feature and classifier.

• Implemented a classic 3-dimension sound source localization algorithm (SRP-PHAT) to estimate the position where

• older people fell by giving an altitude angle, an azimuth angle, and the height with respect to the ground, and then

• kept tracking older people.

PUBLICATION

[1] Yun Li Zhiling Zeng Mihail Popescu and K.C. Ho, “Acoustic Fall Detection Using a Circular Microphone

Array,”Accepted, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos

Aires, Argentina, August 31- September 4, 2010.

COMPUTER SKILLS

•Languages: Visual C, Matlab, Visual C++, assembly languages

•Simulation: AutoCAD, Labview, Simulink, Cadence, Saber, Protel

•Microsoft office: Word, Excel, PowerPoint, Access, Outlook

GRADUATE SCHOOL PROJECTS

Advanced Digital Signal Processing Project Mar. 2009

• Applied a spectral subtraction and the Wiener filtering techniques to enhance the speech quantity

• Built a dual-tone multi-frequency (DTMF) signal detector using the Goertzel algorithm

• Performed a linear prediction analysis by using the Levinson-Durbin algorithm

Computational Intelligence Project May. 2009

•Backpropagation Training of a Multi layer Perceptrons

•Genetic Algorithms (GA) in the optimization of traveling salesman problem

•Fuzzy logic and Fuzzy systems

Video Signal Processing Project Nov. 2009

• Implemented diamond search for motion estimation

• Applied Discrete Wavelet Transformation (DWT) to the residue frame

• Performed Zero-Tree scan and evaluated Peak Signal-to-Noise Ratio (PSNR) curve



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