Playground Global
Deep Learning Expert and Software Engineer
Sharethis Oct 2013 - May 2015
Principal Research and Software Engineer
Applovin Apr 2013 - Sep 2013
Data Scientist
Assia, Inc. Oct 2011 - Mar 2013
Staff Engineer
Ieee Transactions of Wireless Communications 2010 - 2012
Editor
Education:
Georgia Institute of Technology 2001 - 2005
Doctorates, Doctor of Philosophy, Computer Engineering
Tsinghua University 1992 - 2000
Master of Science, Masters, Bachelors, Bachelor of Science, Electrical Engineering
Beijing No.13 High School
Georgia Tech
Doctorates, Doctor of Philosophy
Skills:
Machine Learning Data Mining Python Signal Processing Mobile Devices Hadoop Wifi Mysql Java Web Applications Pandas Mapreduce Nlp Collaborative Filtering Mongodb Deep Neural Networks Mobile Advertising Data Visualization Networkx Spark Rtb Redis Tensorflow
Jul 2011 to 2000 ConsultantConsultant, stealth startupSanta Clara, CA Jun 2011 to Jul 2011SiBEAM Inc Sunnyvale, CA Oct 2006 to Apr 2011 Staff Algorithm Engineer, Chief Technology OfficeSiBEAM
2008 to 2008 Top employeeMotorola Libertyville, IL Sep 2005 to Oct 2006 Senior Engineer, Mobile Devices ResearchMotorola
2006 to 2006School of ECE, Georgia Tech Atlanta, GA May 2001 to Aug 2005 Graduate Research AssistantState Key Lab on Microwave and Digital Communications, Tsinghua University
Sep 1997 to Jun 2000 Graduate Research AssistantChina-Hope Fellowship, Tsinghua University
1999 to 1999National High School Physics Olympiad, 2nd prize
1991 to 1991
Education:
Georgia Institute of Technology Atlanta, GA Aug 2005 Ph.D. in Electrical and Computer EngineeringTsinghua University Jun 2000 Master of Engineering in Electronic Engineering
Name / Title
Company / Classification
Phones & Addresses
Guocong Song President
SIGAPHI INCORPORATED
19050 Pendergast Ave, Cupertino, CA 95014 35009 11 St, Union City, CA 94587
Jianhan Liu - Sunnyvale CA, US Guocong Song - San Jose CA, US Karim Nassiri Toussi - Belmont CA, US Jeffrey M. Gilbert - Sunnvale CA, US
Assignee:
Sibeam, Inc. - Sunnyvale CA
International Classification:
H04B 7/00 H01Q 3/00
US Classification:
370310, 370334, 342359
Abstract:
Enhanced wireless speeds are obtained using multiple transmission beams. In one example, a transmitter has a signal processor to receive a plurality of data streams, a plurality of analog converters each coupled to the signal processor to receive the plurality of data streams from the signal processor and to modulate the data streams onto carrier waves, and a plurality of phase shifters each coupled to an analog converter to each receive a modulated stream. A first antenna is coupled to more than one of the plurality of phase shifters to receive the modulated data stream from each phase shifter and transmit it on its respective carrier wave, and a second antenna is coupled to receive at least one modulated data stream and transmit it on its respective carrier wave.
Keangpo Ricky Ho - San Jose CA, US Jianhan Liu - Sunnyvale CA, US Guocong Song - San Jose CA, US Karim Nassiri Toussi - Belmont CA, US Jeffrey M. Gilbert - Sunnyvale CA, US
Assignee:
Sibeam, Inc. - Sunnyvale CA
International Classification:
H04W 4/00
US Classification:
370338, 370329
Abstract:
Enhanced wireless speeds are obtained using multiple transmission beams. In one example a transmitter sends data packets through an antenna array using multiple spatial beams and a plurality of analog converters. A receiver receives feedback from a remote station, the feedback including a quality measure of data packets received from the transmitter. A processor to controls transmission parameters of the transmitter using the feedback, the processor having a plurality of states, in a first channel analysis state, the processor determining a beam-forming vector for the antenna array, in a second beam search and training state, the processor determining pre-coding coefficients for the data packets, and in a third high rate transmission state, the processor providing pre-coded data packets to the transmitter for transmission, wherein the processor transitions from the third state to the first state upon receiving a reduced quality measure from the remote station.
Mechanism For Streaming Media Data Over Wideband Wireless Networks
Jeffrey Gilbert - Palo Alto CA, US Kannan Ramchandran - El Cerrito CA, US Guocong Song - San Jose CA, US
International Classification:
H04J 1/16 H04L 12/56
US Classification:
370235000, 370412000
Abstract:
A system is disclosed having a transmitter to Tirelessly transmit multi-media data. The transmitter includes a module to packetize phase units of a multimedia frame that is to be transmitted. The system also includes a receiver to receive the multimedia frame received from the transmitter. The receiver includes a post processing module to perform error concealment on the phase units.
Method And System For Performance Estimation Of A Communication Link
- Wilmington DE, US Guocong Song - Cupertino CA, US Kenneth Kerpez - Long Valley NJ, US Wonjong Rhee - San Francisco CA, US
Assignee:
ASSIA SPE, LLC - Wilmington DE
International Classification:
H04W 24/08 H04M 11/06 H04M 3/22 H04L 12/26
Abstract:
Described is a method for performance estimation of a communication device. The method comprises: executing active probing to determine active probing data; reading operational data which includes data related to channel and its noise condition, latency and counter values related to user data traffic between the communication device and another communication device, wherein the operational data is relevant to the current settings of the communication device; and training a performance estimation algorithm for the communication device according to the active probing data and the operational data.
Method And System For Performance Estimation Of A Communication Link
- Wilmington DE, US Guocong Song - Cupertino CA, US Kenneth J. Kerpez - Long Valley NJ, US Wonjong Rhee - San Francisco CA, US
Assignee:
ASSIA SPE, LLC - Wilmington DE
International Classification:
H04W 24/08 H04L 12/26 H04M 3/22 H04M 11/06
Abstract:
Described is a method for performance estimation of a communication device. The method comprises: executing active probing to determine active probing data; reading operational data which includes data related to channel and its noise condition, latency and counter values related to user data traffic between the communication device and another communication device, wherein the operational data is relevant to the current settings of the communication device; and training a performance estimation algorithm for the communication device according to the active probing data and the operational data.
Method And System For Performance Estimation Of A Communication Link
Ramya Bhagavatula - Mountain View CA, US Guocong Song - Union City CA, US Kenneth Kerpez - Long Valley NJ, US Wonjong Rhee - San Francisco CA, US
Assignee:
Adaptive Spectrum and Signal Alignment, Inc. - Redwood City CA
International Classification:
H04W 24/08 H04L 12/26
Abstract:
Described is a method for performance estimation of a communication device. The method comprises: executing active probing to determine active probing data; reading operational data which includes data related to channel and its noise condition and counter values related to user data traffic between the communication device and another communication device, wherein the operational data is relevant to the current settings of the communication device; and training a performance estimation algorithm for the communication device according to the active probing data and the operational data.
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