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2014 NCTU ECE Family No.1
8 15
No.1 2014
8 15
1
2
3
4
6
8
11
13
15
2014
IBM Stream Computing
()
Small Cell
2014
17 /
18
21
/
/
23
25
/
/
28
29 40
33 From ECE to ECE
34 50
35
43
()
2014 2-7
46
48
49
51
50
2014 Open House
1001 118
886-03-5712121#54078
Summer Camp
(http://www.cna.com.tw/postwrite/index.aspx)
50
40
http://www.wa-people.com/2014/08/blog-
post_5.html#more
886-03-5712121#54078
2014. 08. 15 ED118
1> >
102 102
103
1976 1988
1988 262G 3G 4G
1986
Modeling and Analysis for
Spectrum Handoffs in Cognitive Radio Networks
Cognitive Radio
1981
2012
1996
:
(democracy) (Greedy-Based)
2009
2014-06-26
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2014
17
2014
!
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3
32
!
Mindo( )
Mindo( )
MINDO( )
2014 7 24 7 27
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2014-07-18
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2014
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2014
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32
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2014 7 24 7 27
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2014-07-18
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25
130 75K
2014
130
103
http://222.decd.nctu.edu.tw
Summer Camp
2014 IBM Stream Computing( ) IBM ( )
Dr. Senthil Nathan (IBM )
Small Cell 21
5G
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7 28
2013
5> >
103
+
+ + + +
! 2013
25
130 75K
2014
130
103
http://222.decd.nctu.edu.tw
Summer Camp
2014 IBM Stream Computing( ) IBM ( )
Dr. Senthil Nathan (IBM )
Small Cell 21
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( 20140714 15:39:46)
(Massive Personalization)
IBM
Summer Camp
Summer Camp 2014 IBM
Stream Computing( ) 18
IBM
IBM
IBM
(
) IBM 25
IBM
1+1 > 2
75K !
30 Summer Camp
2014 Summer Camp IBM
(Stream Computing) (Small Cell) ( )
IBMSummer Camp Stream Computing,
IBMIBM
(Massive Personalization)
( ) IBM 25
IBM
2014-07-14
> >
2014 Summer
Camp IBM Stream Computing (
)
IBM 2014
Dr. Senthil Nathan
Summer Camp
5 10
(Gartner) 2020
PC
260
3
IBM Stream Computing(
)
IBM
Dr.
Senthil Nathan
IBM
2014 Summer Camp IBM Stream Computing ( )
[ ]IBM
9> >
Summer Camp IBM Stream Computing( )
( 20140714 15:39:46)
(Massive Personalization)
IBM
Summer Camp
Summer Camp 2014 IBM
Stream Computing( ) 18
IBM
IBM
IBM
(
) IBM 25
IBM
1+1 > 2
75K !
30 Summer Camp
2014 Summer Camp IBM
(Stream Computing) (Small Cell) ( )
IBMSummer Camp Stream Computing,
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(Massive Personalization)
( ) IBM 25
IBM
2014-07-14
> >
2014 Summer
Camp IBM Stream Computing (
)
IBM 2014
Dr. Senthil Nathan
Summer Camp
5 10
(Gartner) 2020
PC
260
3
IBM Stream Computing(
)
IBM
Dr.
Senthil Nathan
IBM
2014 Summer Camp IBM Stream Computing ( )
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Summer Camp Small Cell 5G
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2014-07-21
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2014.07.25
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Summer Camp
Linux
Window JAVA
C PXA270
(http://www.dece.nctu.edu.tw/files/archive/483_4d56dd0d.jpg)
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(http://www.dece.nctu.edu.tw/files/archive/483_4d56dd0d.jpg)
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! 1 2014 Summer Camp
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2014-08-01
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2014
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2014
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2014-08-01
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(64)1983
()
64 2014 4 28 2014 ERSO Award
( 50
17
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(64)1983
()
64 2014 4 28 2014 ERSO Award
( 50
18
2013
63
700
2 40 700
30 ICT
2010
10
30 ICT
1 1 1
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2013
63
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( 50)
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2014( 4()()()()()
2012
IEEE FellowIET Fellow
2012
2013
20022003()
21
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( 50)
/ 102(2014.6.19)
2014( 4()
()()()()
2012
IEEE FellowIET Fellow
2012
2013
20022003()
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Volvo
24
2010()
2012
(compressive sensing)
IEEE Transactions on Information Theory
2003
(basis)(sparse)
Shannon-Nyquist sampling
(compressive operator)(isometry)(conformality)
(plane geometry)
/(norm/distance)
:
2014(
)
23
Volvo
24 2010()
2012
(compressive sensing)
IEEE Transactions on Information Theory
2003
(basis)(sparse)
Shannon-Nyquist sampling
(compressive operator)(isometry)(conformality)
(plane geometry)
/(norm/distance)
:
2014(
)
24
Prof. R. G. Baraniuk(Rice University, USA)
(democracy)
(Greedy-Based)
2007
2008
2009
2012
()
102
97
(
102
)
()
102
102
102
40
25
Prof. R. G. Baraniuk(Rice University, USA)
(democracy)
(Greedy-Based)
2007
2008
2009
2012
()
102
97
(
102
)
()
102
102
102
40
26
APPCHOCOLABS
App 200 17 App
50 3 APP
APP
(STS)
?
2014 FallCare()
FallCare
Intel()
App APP(
)
Summer Camp Summer Camp
ABC
40 30
27
APPCHOCOLABS
App 200 17 App
50 3 APP
APP
(STS)
?
2014 FallCare()
FallCare
Intel()
App APP(
)
Summer Camp Summer Camp
ABC
40 30
28
()
/ / http://www.cdnews.com.tw 2014-07-29 11:44:14 29
29
2008
40
29
()
/ / http://www.cdnews.com.tw 2014-07-29 11:44:14 29
29
2008
40
63 40
30
31
32
From ECE to ECE:
50
!
ECE(Department of Electrical and Computer
Engineering)ECE
From ECE to ECE:
ECE
ECE
(Excellence)(Cooperation)(Energetic)
ECE
(Elegant) (Considerate)
(Ernest)
ECE
ECE
103 6 7
33
From ECE to ECE:
50
!
ECE(Department of Electrical and Computer
Engineering)ECE
From ECE to ECE:
ECE
ECE
(Excellence)(Cooperation)(Energetic)
ECE
(Elegant) (Considerate)
(Ernest)
ECE
ECE
103 6 7
34
50
103 8 6 ()() / 150
50
808-PowerLab19879
Digital Power and Motor Control
Power Electronic Systems & Chips Lab., NCTU, Taiwan
Sensorless Motor Control Techniques 1
FPGA SOPC Power & Motor Control 2
Multi-Level Converters 3
Power Converters for Smart Grids 4
Energy Recycling Systems 5
Digital PFC/PWM Control Techniques 6
Digital Motor Control ICs 7
Digital Power Management ICs 8
50
103 8 6 ()() / 150
50
808-PowerLab19879
Digital Power and Motor Control
Power Electronic Systems & Chips Lab., NCTU, Taiwan
Sensorless Motor Control Techniques 1
FPGA SOPC Power & Motor Control 2
Multi-Level Converters 3
Power Converters for Smart Grids 4
Energy Recycling Systems 5
Digital PFC/PWM Control Techniques 6
Digital Motor Control ICs 7
Digital Power Management ICs 8
35
Department of Electrical and Computer Engineering
Research on Robot-on-Demand(ROD)Systems
Intelligent System Control Integration(ISCI) Lab( Kai-Tai Song)
The research team of ISCI Lab have beenworking on the development of domestic andservice robots and won honors in national andinternational robotics competitions. The homeassistant robot ROLA (Robot of Living Aid),was designed to handle certain emergencyconditions in a home setting to help the elderlythrough multi-modal sensing and controlfunctions. This robot has won the second prizeaward in 2007 TECO Technology InnovationContest on Robotics. With the implementedfunctions include visual tracking, videotransmission, location aware, navigation, bodypose recognition and emergency call out,ROLA can accommodate smoothly to themovement of a user through face tracking andperform robot-assisted video conferencing.With a tri-axial accelerometer and a ZigBeemodule mounted on the waist of the elderly,
Up.bot, (Ubiquitous Patrol robot) is aprototype home security robot. Up.botintegrates wireless sensor network (WSN) toform a reliable intruder detection system. Thenetwork can be constructed easily by placingmultiple ZigBee wireless sensor modules overthe environment. If any
ROLA can help theelderly when he/shefalls down to providetimely help throughautomatic call out andwireless videotransmission. Thenursing technology ofROLA has obtained apatent in US andTaiwan.
ISCI Lab has developedAladdin: an on-demandrobot. Aladdin features adual-arm omnidirectionalmobile robot. Withequipped ZigBee-basedlocation-aware systemand human face and bodydetection system, it can
estimate the position of the user who needsassistance and travel toward the user in a timelymanner. A vision-based grasping behavior wasprovided to locate and grasp an interested object..Based on the developed behaviors, the robotdemonstrates advanced homecare functions.Aladdin: an on-demand robot won the third prizeaward in the 2011 National Intelligent RobotInnovation Contest.
intruder or abnormalconditions are detected,the status and location ofthis alert will betransmitted to themonitoring center and therobot via the WSN. Bythe localization system,the robot canautonomously navigate to
where the alerts take place and transmit images tomobile devices via both WiFi and 3G networks.The security guards as well as users can thereforeeasily determine the exact situation in real time.This technology has been granted a US patent. TheSmart Guard Robot of ISCI Lab won theChampionship Award of 2008 SKS IntelligentRobot Innovation Contest in Taiwan.
36
Department of Electrical and Computer Engineering
IAIA PGAPGA SAR SAR ADCADC
DeDe--couple couple Cap.Cap.
IAIA PGAPGA SAR SAR ADCADC
DeDe--couple couple Cap.Cap.Vo
ltage
(V)
Time (s)
ECG
2.0 2.5 3.0 3.5 4.0
0.8
0.9
1.0
1.1
0.7
Gain:100V/VGain:200V/V
268mV490mV
T waveR wave
QRS -complex
Vol
tage
(V)
Time (s)
ECG
2.0 2.5 3.0 3.5 4.02.0 2.5 3.0 3.5 4.0
0.8
0.9
1.0
1.1
0.7
0.8
0.9
1.0
1.1
0.7
Gain:100V/VGain:200V/VGain:100V/VGain:200V/V
268mV490mV
T waveR wave
QRS -complex
CMOS
CMOS
:91An autonomous multiple module clock synchronization methodology for SoC, 92A 5Gbps CMOS LVDS transmitter,93All digital 625Mbpss & 2.5Gbps deskew buffer design,93A Self-Calibrate All-Digital 3Gbps SATA Driver Design,94 A 42 uW 67 dB SNDR Sigma Delta ADC, 95A 10Gbps Tree-Type Multiplexer Design, 97A 0.8V 3W Analog Front-End IC for Biomedical Signal Recording, 97A LC Tank Digital Control Oscillator w/o Passive inductor and capacitor,100A low voltage low power delta sigma modulator for pacemakers,95IC95IC96IC96IC98IC
:918
303
:High Speed / Low Power Mixed Mode IC Design
:5 Gbps - PC
:
:
: ()
:SRAM 3
: SATA II
: Analog IC
: 1.25Gbps
Analog / Digital / Mixed Signal IC Testing
:
:
:
:
Bio-sensor Conditional Circuit Design
:
0.13um10Gbps
1.38mm 0.62mm / 0.4mm2Chip Area / Core Area
0.40.50.60.70.8Supply voltage (V)
176050312974.857Noise Floor @10Hz(nV / Hz )
13433.421.254.7NEF
72.110.995.4141.050.88Input Referred Noise @0.5-100Hz (RMS,V)
0.090.30.61.041.49Power (W)0.2260.59811.481.86Supply current (A)
TSMC 0.18m CMOSTechnology1.38mm 0.62mm / 0.4mm2Chip Area / Core Area
0.40.50.60.70.8Supply voltage (V)
176050312974.857Noise Floor @10Hz(nV / Hz )
13433.421.254.7NEF
72.110.995.4141.050.88Input Referred Noise @0.5-100Hz (RMS,V)
0.090.30.61.041.49Power (W)0.2260.59811.481.86Supply current (A)
TSMC 0.18m CMOSTechnology
Chip performance summary
CEXT
Digital Interface
IA PGA 11bSAR
Gain Bandwidth
DSP3. EMG10-1KHz 2mV
2. ECG0.5-100Hz 5mV
1. EEG0.5-100Hz 100uV
3. EMG10-1KHz 2mV
2. ECG0.5-100Hz 5mV
1. EEG0.5-100Hz 100uV
Kendall H99SG
Vn,in
A Vo
Gm-CFilter
-1/K
Vi
fchop
Vi
NMOSchopper
(MF)
RB
CEXT0.33uF
CI
CFBCHP
NMOSchopper
(MH)
NMOSchopper
(MI)
Gm
Vo
VobCFBCHP
RBCI
CHP : 0.5pCFB : 0.1p , CI : 11p
Bias
VREF
VCM
VFB
VO
VBN
VBP
Bias
Vi
Chopper
Chopper
Common-ModeFeedback
gm1
gm3
gm5
M2
M6M5
Bias
VIB VIVO
CL
VO
CF
gm2
gm4 gm8
gm6
VICI
CIGm
VREF =VDD/2
11bits
21C
VDDVSS
SAR
CK
210C 29C 20CVDAC
Bias
VIN VCM
VOVO
CK
VIN
DAC
SAR
Self bias BWSSN
Deskew CMRR
High band digital bufferDistributed & weighted
Duty cycleAdjust
FixedLVDS
ProgrammableLVDS
Duty cycleAdjust
Controllogic
Level ControlFSM
in
Counter
VDD
DataPass
10
up
dn
Ref1
Ref2
A
B
C
D
Ref3
Ref4
Up/DnDecide
H0 H7 L0 L7
Clk
Reset
X: 100ps/div, Y:200mV/div
X: 50ps/div, Y:200mV/div
X: 50ps/div, Y:200mV/div
2.5Gbps
4.25Gbps
5Gbps
X:25ps div, Y
100mV/div
7Gbps
0 1 2 3 4 5 6 7 8 9 12 13 14 15
3b 5b 7b1b
10 11
3 5 71
6b2b
4b
62
4
0
Out16
0 1 2 3 4 5 6 7
6b2b
4b
62
4
0
Out8
Out4
0 1 2 3
4b 4
0
PLL MUXLVDS
PRBS
De-couple Cap.
De-couple Cap.
Digital Inductor
O
Ob
Digital Variactor
Ctrl Ctrl
CL
60
70
80
90
100
110
68
66
64
62
60
58
70
1 2 3 4
L
C
Digital inductorDigital variactorTotal effect
Impe
danc
e (d
b)
Frequency (GHz)
Impedance (db
)
Tree-type MUX
Tree-type MUX
Tree-type MUX
Deskew buffer output (2.5Gbps)
10Gbps TX Output
Digital BufferDigital LVDS
DCO
37
-
- /
-
- CMOS ICsGm-C
- D
ADC
Filter
- -Regulator / DC-DC Converter
- /Delta-Sigma ADC/DAC
- High Speed DAC/ADC- PLL/Synthesizer-
Operational Transconductor Amplifier- Analog Filters (GM-C/SC)
2013 IEEE MWSCAS (Columbus,Ohio,USA)
2011
2010 IEEE ICECS (Athens,Greece)
DLL PLL38
Input
bitsDeMux
LDPCEncoder
S/P Power
S/P Power
S/P Power
c1[n,k]
c2[n,k]
cNt[n,k]
t1[n,k]
t2[n,k]
tNt[n,k]
Channel StateInformation
and ACK from RX
AMCProcessor
IFFT and Add CP
IFFT and Add CP
IFFT and Add CP
Modulator Encoder
Hybrid ARQProcessor
QPSK 16QAM 64QAM
QPSK 16QAM 64QAM
QPSK 16QAM 64QAM
Buffer for
HybridARQ
4G3D
4G
4G
Measurement SINR of each available PRB
Converges?
Creating the heuristical factori,j indicate each PRB
usability,
,,
i ji j
i jj
SINRSINR
=
Exchanging the Normilized SINR and PRB number
According to this exchanged information, updating each
heuristical factor i,j,cluster(k) =
No
Estimated the Macrocell BS broadcasting signal
SINRi = SINRopt&
Ptx
2014 2-7
102
2013
IRHOCS Best Presentation Prize 2 0
1 3 International Robot Hands in
Competition & Symposium-
Robot Basketball
IRHOCS
IEEE Senior Member IEEE
IEEE Fellow IEEE
102
102
102
102
ISSCC 2013 IEEE
102
802.15.3c MIMO
:
--OFDM-- 60G Hz MIMO--4G
. 802.15.3c MIMO
4G
.OFDM
.
.
1 m
1 m
4.5 m
3 m
+1TX
-2TX
-3TX
+4TX
-1RX+2RX
+3RX
-4RX
TX
RX
LOS component
40
2014 2-7
102
2013
IRHOCS Best Presentation Prize 2 0
1 3 International Robot Hands in
Competition & Symposium-
Robot Basketball
IRHOCS
IEEE Senior Member IEEE
IEEE Fellow IEEE
102
102
102
102
ISSCC 2013 IEEE
102
41
2013 CACS International Automatic
Control Conference CACS
102
102 -
OPTIC 2013
1 0 2
TWEMBA
TWEMBA
IEEE VLSI-symposium on Circuits
IEEE
IEEE VLSI-symposium on Circuits
IEEE
Assembly Automation 2014 Highly Commended Paper winner
Assembly Automation
2014()
2014()
(102) IEEE TRANSACTIONS ON POWER ELECTRONICS
IEEE
IEEE TRANSACTIONS ON POWER ELECTRONICS
Outstanding Reviewer
IEEE
Assembly Automation 2014 Highly Commended Paper winner
Assembly Automation
102
102
102
102
2014 - Best Paper Award Information Storage
and Processing System
2014 - Best paper award Information Storage
and Processing System
(-)
42
43
2013 CACS International Automatic
Control Conference CACS
102
102 -
OPTIC 2013
1 0 2
TWEMBA
TWEMBA
IEEE VLSI-symposium on Circuits
IEEE
IEEE VLSI-symposium on Circuits
IEEE
Assembly Automation 2014 Highly Commended Paper winner
Assembly Automation
2014()
2014()
(102) IEEE TRANSACTIONS ON POWER ELECTRONICS
IEEE
IEEE TRANSACTIONS ON POWER ELECTRONICS
Outstanding Reviewer
IEEE
Assembly Automation 2014 Highly Commended Paper winner
Assembly Automation
102
102
102
102
2014 - Best Paper Award Information Storage
and Processing System
2014 - Best paper award Information Storage
and Processing System
(-)
44
(-)
103
102
1990 8 1
2 1
2012 100
2007
2006
2004
2001
2000
1999
1999
2014 2
Chun-Hung Liu()Assistant professorEmail:[email protected]: ED703Phone: 03-5712121 ext. 54512Website: http://web.it.nctu.edu.tw/~chungliu/
Research interests: Wireless Communication, Information Theory, Stochastic Geometry and Random Graph, Control and Optimization, Smart Grid Systems, etc.
Stefano Rini ()Assistant Professor Email: [email protected]: Engineering Building 4, Room
729Website:
http://moser.cm.nctu.edu.tw/rini/Phone: 03-5712121#54548
Research interests: Information Theory Communication Theory Coding Theory Computational Neuroscience for the Human Auditory System
45
(-)
103
102
1990 8 1
2 1
2012 100
2007
2006
2004
2001
2000
1999
1999
2014 2
Chun-Hung Liu()Assistant professorEmail:[email protected]: ED703Phone: 03-5712121 ext. 54512Website: http://web.it.nctu.edu.tw/~chungliu/
Research interests: Wireless Communication, Information Theory, Stochastic Geometry and Random Graph, Control and Optimization, Smart Grid Systems, etc.
Stefano Rini ()Assistant Professor Email: [email protected]: Engineering Building 4, Room
729Website:
http://moser.cm.nctu.edu.tw/rini/Phone: 03-5712121#54548
Research interests: Information Theory Communication Theory Coding Theory Computational Neuroscience for the Human Auditory System
46
2013.12.3 2014
2014.5.21()
80800600 300
1.
2.
3.
4.
5.
6.
*
[email protected] 31747
47
2013.12.3 2014
2014.5.21()
80800600 300
1.
2.
3.
4.
5.
6.
*
[email protected] 31747
48
3-4
2(79)
2-5
Open House(/)
The Wall Street Journal
5
Open House 9~10
10~11
50 50
(2014)
316 2014 ERSO() 50 50
350 1,000
49
3-4
2(79)
2-5
Open House(/)
The Wall Street Journal
5
Open House 9~10
10~11
50 50
(2014)
316 2014 ERSO() 50 50
350 1,000
50
2014
69 ()
2014 Summer Camp
Small Cell ( 69) ( 66)
( 105)
Open House
2014
Open House Open House
Open House 9
24
400
20()
[email protected] 03-5731747
51
2014
69 ()
2014 Summer Camp
Small Cell ( 69) ( 66)
( 105)
Open House
2014
Open House Open House
Open House 9
24
400
20()
[email protected] 03-5731747
52
Open House
+ 2
10~15
1.2014 9 24 13:20-16:20
2. B1
3.
1.2014 9 24 11:00-16:20
2.
3.
(1) 1 B1
(2) 1 1 2
1
Open House
()
9/3()
Open House
103. 09. 24 13:20~16:20
B1 ()
B1 ()
(No.1)(No.1)
10308033j-q52pok(No.1)-NO.1