SlideShare a Scribd company logo
SDR Advances and the
Future of SDR


Pacificon: October 11, 2014

Stephen Hicks, N5AC
VP Engineering, FlexRadio Systems
F L E X R A D I O S Y S T E M S
SDR Advances
Agenda
What is an SDR?
New Technologies in SDR
Direct Sampling
SmartSDR Architecture
Networking
CESSB
Wide and Narrow simultaneously
Future SDR Capabilities
What is an SDR?
What is an SDR?
What is an SDR?
SDR is a spectrum
Some radios are clearly NOT
Other radios clearly ARE
Many permutations is-between
So what makes up an SDR?
Back to Basics …
Radio
Magic
Back to Basics …
LO
DEMOD
FILTER IF AMP
AUDIO AMP
MIXER
Multi-Conversion
64.455 MHz 455kHz
36kHz
3–15 kHz
Roofing Filter
Distortion
DEMOD
Engineering Design Process
Draw a block diagram
Simulate
Draw a schematic
Simulate
Build
Measure and adjust
Engineering Design Process
Does the circuit match the simulation exactly?
NO … WHY?
Components are not “ideal”
There are losses not modeled
Component variance
Component capabilities
Result: Never as good as the simulation
Can’t we account for
component differences?
In some cases, YES
Some materials work better in some cases
Compensating circuits can be added
In some cases, NO
There will always be issues
Components and Problems
Resistors
Capacitors
Inductors
Transistors
Mixers
Amplifiers
Crystals
Filters
Lot Variance
Parasitics
Non-linearities
Thermal variance
Electrically induced variance
IMD
Manufacturing variance
The list goes on…
Filtering: The Goal
“Brick Wall” Filter
frequency
response
Block undesired
Pass desired
Filtering
Practical limits to achievable results
Suggested capacitor model, Tantalum capacitor
Block Diagram Key
Yellow blocks are



Green blocks are DIGITAL
ANALOG
123
346
767
1134
001
1010
1011
110
010
455
913
21
2394
23
Filter Design: Simulation
Sampled signals passed through simulated ideal
components
Results could even be played out a speaker
123
346
767
1134
1582
1204
895
431
208
150
300
600
1200
1500
1200
600
300
150
FILTER
SIMULATION
DAC
Filter Design: Simulation Limits
Analog: 20-30 poles
Digital: unlimited … except for latency. 

Maybe 200, 1000, more!
Could a computer run the simulation IN THE RADIO?
ADC DAC
FILTER
SIMULATION
Presto: Software in the Radio
LO
DEMOD
FILTER IF AMP
AUDIO AMP
MIXER
FILTER
Is this an SDR?
ADC DAC
DEFINITIONS: 

Software Defined vs. Controlled
CONTROLLED
Computer Control of Fixed Capabilities

(frequency, band, etc)
DEFINED
Modulation, Demodulation, filtering, and processing; as
well as Control Capabilities Software Defined and
Upgradeable
Filter Shape Factor
FLEX-5000
Note Brick Wall & Flatness
Radio Y
Radio Z
Radio X
500 Hz Brick Wall Filter
6dB Bandwidth 487 Hz, 60dB Bandwidth 660 Hz, Shape Factor ~1.35
4096 Bin FFT and 2048 Tap Filter
2.8KHz SSB Filter Spectrum
6dB Bandwidth 2587 Hz, 60dB Bandwidth 2756
Shape Factor ~1.06, 2048 Tap Filter
Software Demodulation
LO
DEMOD
FILTER IF AMP
AUDIO AMP
MIXER
FILTER
Now, is this an SDR?
ADC
DAC
Software Demodulation and
Baseband
New demod schemes
added later!
Precise Filtering
Advanced Noise
Reduction
DEMOD
IF AMP
AUDIO AMP
FILTER DAC
ADC
PowerSDR - A FlexRadio Original!
Economics 101
What is the marginal cost of a 2nd receiver

in an analog radio?
ANSWER: the cost of the added parts (plus
amortized engineering)
What if I want 2 RX?
LO
DEMOD
FILTER IF AMP
AUDIO AMP
MIXER
FILTER
2x analog components ≈ $2x
ADC
DAC
DEMODADC
FILTER
What are we trying to achieve?
Remove distortion
Better performance
Flexibility to change or add features
Ability to tailor the radio quickly
Never before possible noise mitigation
Never before possible capabilities
Can we do more?
LO
DEMOD
FILTER IF AMP
AUDIO AMP
MIXER
FILTER
What about this analog stuff?
DAC
ADC
Direct Sampling
LO
DEMOD
FILTER
AUDIO AMP
MIXER
FILTER
Now, THAT’s an SDR!
DAC
ADC
LO
DEMOD
FILTER IF AMP
AUDIO AMP
MIXER
FILTER
Why doesn’t everyone do Direct Sampling?
192kHz @ 64bits =
12Mbps
192kHz
DAC
ADC
10Mbps
Direct Sampling
LO
DEMOD
FILTER
AUDIO AMP
MIXER
FILTER
Now, THAT’s an SDR!
250MHz @ 16bits =
4Gbps
250MHz
DAC
ADC
4Gbps is…
40 - 100Mbps cables
4 - 1Gbps cables
That’s a LOT of data!
The most modern home networking you can buy, can’t handle this …
Direct Sampling Benefits
+	 Distortion minimized (ADC @ antenna): best signal clarity
+	 n-Receivers, n-Panadapters and varying widths

see more bands, more receivers
+	 Extremely high dynamic range: operate in worst
conditions
+	 Extreme flexibility through reprogrammability (ultimate
SDR): future benefits
–	 Technically challenging to design
Economics 101
What is the marginal cost of a 2nd receiver

in an digital radio (SDR)?
ANSWER: the cost of the extra processing power
(plus amortized engineering) … think Moore’s law
Processing Power = FPGA
Direct Sampling
LO
DEMOD
FILTER
AUDIO AMP
MIXER
FILTER
Now, THAT’s an SDR!
ALL of HF digitizedALL of HF
DAC
ADC
Direct Sampling
NCO
DEMOD
FILTER
AUDIO AMP
MIXER
How many do you want?
DAC
ADC
DEMOD
FILTER
MIXER
We are called to be

the architects of the future, 

not it’s victims
—R. Buckminster Fuller
Design Options:
#1: ADC and a hose
Radio is ADC ⟹ FPGA ⟹ Ethernet
Leverage PowerSDR; minimal SW investment
ADC FPGA PC
RADIO
CDRX-3200, circa 2008
32 Synchronous, Coherent ADCs + FPGA
440Mbps bandwidth
Our customers have trouble absorbing the bandwidth
ADC and a hose:
CDRX-3200
LBRX-24, circa 2010
24 Microwave ADCs + 2 FPGAs
40Gbps bandwidth, yes Gigabit, 4x10Gb SFP+
Our customers’ PCs have memory in the 100s of GB
ADC and a hose:
LBRX-24
RADIO
Design Options:
#2: ADC + FPGA + DSP/uP
Radio reduces bandwidth to minimum before Ethernet
Oh gosh: start over with SW: big investment!
ADC FPGA
PC/
OTHER
CHL
BB
DSP
Direct Sampling Radios
HPSDR
Hermes
HPSDR
RF DSP DSP CTRL
ANAN-100D
Direct Sampling Radios
RF DSP CTRL
FLEX-6000
Integrating the Baseband Processor
Key Benefits
Consistent performance independent of PC
Minimized network bandwidth (think remote)
Minimization of “system” problems
Self-contained, rapid startup platform
Spectrum displays (panadapter) independent of
available network bandwidth
Network optimized
Spectrum Display BW
1MHz
<500kbps
1MHz
77Mbps
150:1
Bandwidth
Difference
10MHz
<500kbps
1500:1
Bandwidth
Difference
10MHz
770Mbps
Networking
EVERYTHING is moving to the network.
You can TAKE YOUR FUN WITH YOU
What is a contact?
You’re at your QTH and you work Christmas Island
T32C
RF
What is a contact?
You’re trade emails with the operator of T32C on
Christmas Island. His email says “You are 599 here!”
T32C
RF
Internet
What is a contact?
You talk to Christmas Island using your local 2m
repeater and EchoLink
T32C
RF
Internet
What is a contact?
You’re at the store and you remote control your home
station to work Christmas Island
T32C
RF
Internet
Does your radio need THIS?
Does your radio
run HERE?
T/F: Rare DX is convenient
Where’s your operating position?
Adaptive Predistortion
Power Amplifiers: Nonlinearities
Designs have improved
What if we knew in advance of the PA?
Could we correct?
HPSDR: Pure Signal
Predistortion
Before
Predistortion
After
Phase Noise
Affects both RX and TX interference capabilities
Oscillator phase noise getting better every year
Direct Sampling radios demanding
Take a look at the all FLEX-6000 Thunderbird FD
Low Phase Noise
Field Day
Low Phase Noise
Field Day
100W PSK31
© 2 0 1 4 F L E X R A D I O S Y S T E M S
Speech Processor (CESSB)
David Hershberger, W9GR,
approached us at Dayton 2013
Algorithm implemented in
SmartSDR + on-air testing
Excellent speech and a ~2.5dB
power improvement
Results and algorithm to be
published in QEX later this year
© 2 0 1 4 F L E X R A D I O S Y S T E M S
Speech Processor Power
Many data streams at once
FLEX-6700
8 narrow-band 24kHz receivers
8 panadapters
4 wide-band (192kHz) I/Q streams for skimming
Multi-mode Waterfall
Waterfall plus Bandscope
CW Skimmer x4
Digital Modes
More Functional Displays
WSPR times 4!
EasyPAL
TX6G: A Picture is worth 1,000 words
Remote Audio
Coming in v1.4
Today: CW, PSK, RTTY
Tomorrow: Everything Digital and voice
Digital is fully integrated … no cables
The Future:
Decoding
© 2 0 1 4 F L E X R A D I O S Y S T E M S
The Future:
Decoding
Today: Mostly hacked together and inconvenient
Tomorrow: Easy remote, tablets everywhere





The Future:
Remote
Today: On premise integration driven by contesters
Tomorrow: Integration driven by plethora of remote
solutions and the need to drive other hardware



The Future:
Integration
Today: Virtually none
Tomorrow: Radios will find and classify signals
(determine mode)



The Future:
Signal Classification
Today: Phased receive arrays, few TX arrays
Tomorrow: Every antenna will have an SCU and for
operators with multiple antennas, instant arbitrary,
rotation will be possible



The Future:
Steering and MIMO
Today: Panadapters, Waterfalls and the occasional
scope
Tomorrow: New displays that show perspectives of
data not previously seen. Operational advantage will
drive innovation



The Future:
Visualization
Today: Advanced NB, NR techniques in many radios
Tomorrow: Dedicated noise receivers will be used to
eliminate noise more effectively, optimal combining
across multiple antennas will emerge



The Future:
Noise Reduction
Today: Occasional Remote-to-base operation
Tomorrow: Remote assets will be combined inside of a
single program to enhance operational capabilities.
Remotes may be used in combining, DFing or other
applications



The Future:
Networking
N5AC 2014-10-11 Pacificon SDR Advances

More Related Content

What's hot

Hardware Accelerated Software Defined Radio
Hardware Accelerated Software Defined Radio Hardware Accelerated Software Defined Radio
Hardware Accelerated Software Defined Radio
Tarik Kazaz
 
Software Defined Radio
Software Defined RadioSoftware Defined Radio
Software Defined Radio
veerababu penugonda(Mr-IoT)
 
SCA Next Part 1 - Software Defined Radio (SDR) Webcast Slides
SCA Next Part 1 - Software Defined Radio (SDR) Webcast SlidesSCA Next Part 1 - Software Defined Radio (SDR) Webcast Slides
SCA Next Part 1 - Software Defined Radio (SDR) Webcast Slides
ADLINK Technology IoT
 
Sdr
SdrSdr
Introduction to Software Defined Radio (SDR)
Introduction to Software Defined Radio (SDR)Introduction to Software Defined Radio (SDR)
Introduction to Software Defined Radio (SDR)
Pamela O'Shea
 
Software Defined Radio (SDR)
Software Defined Radio (SDR)Software Defined Radio (SDR)
Software Defined Radio (SDR)
Drew Fustini
 
Sdr
SdrSdr
Software defined radio
Software defined radioSoftware defined radio
Software defined radio
Devesh Samaiya
 
Abhinav End Sem Presentation Software Defined Radio
Abhinav End Sem Presentation Software Defined RadioAbhinav End Sem Presentation Software Defined Radio
Abhinav End Sem Presentation Software Defined Radio
guestad4734
 
ES'HAIL 2/QO-100 Reception
ES'HAIL 2/QO-100 ReceptionES'HAIL 2/QO-100 Reception
ES'HAIL 2/QO-100 Reception
Radiojitter Concepts Lab LLP
 
Software Defined Radio Workshop
Software Defined Radio WorkshopSoftware Defined Radio Workshop
Software Defined Radio Workshop
Radiojitter Concepts Lab LLP
 
RF Experiments in Raspberry Pi
RF Experiments in Raspberry PiRF Experiments in Raspberry Pi
RF Experiments in Raspberry Pi
Radiojitter Concepts Lab LLP
 
Design and implementation of sdr based qpsk transceiver using fpga
Design and implementation of sdr based qpsk transceiver using fpgaDesign and implementation of sdr based qpsk transceiver using fpga
Design and implementation of sdr based qpsk transceiver using fpga
Tarik Kazaz
 
Sdr seminar
Sdr seminarSdr seminar
Sdr seminar
Jyoti Yadav
 
Software defined radio
Software defined radioSoftware defined radio
Software defined radio
Rahul Sidhu
 
Software Defined Radio Engineering course sampler
Software Defined Radio Engineering course samplerSoftware Defined Radio Engineering course sampler
Software Defined Radio Engineering course sampler
Jim Jenkins
 
Software defined radio
Software defined radioSoftware defined radio
Software defined radio
Sandesh Poovaiah
 
A Glimpse into Developing Software-Defined Radio by Python
A Glimpse into Developing Software-Defined Radio by PythonA Glimpse into Developing Software-Defined Radio by Python
A Glimpse into Developing Software-Defined Radio by Python
Albert Huang
 
Gnu radio lecture
Gnu radio lectureGnu radio lecture
Gnu radio lecture
Ahmed Naguib
 
Universal software defined radio development platform
Universal software defined radio development platformUniversal software defined radio development platform
Universal software defined radio development platform
Bertalan EGED
 

What's hot (20)

Hardware Accelerated Software Defined Radio
Hardware Accelerated Software Defined Radio Hardware Accelerated Software Defined Radio
Hardware Accelerated Software Defined Radio
 
Software Defined Radio
Software Defined RadioSoftware Defined Radio
Software Defined Radio
 
SCA Next Part 1 - Software Defined Radio (SDR) Webcast Slides
SCA Next Part 1 - Software Defined Radio (SDR) Webcast SlidesSCA Next Part 1 - Software Defined Radio (SDR) Webcast Slides
SCA Next Part 1 - Software Defined Radio (SDR) Webcast Slides
 
Sdr
SdrSdr
Sdr
 
Introduction to Software Defined Radio (SDR)
Introduction to Software Defined Radio (SDR)Introduction to Software Defined Radio (SDR)
Introduction to Software Defined Radio (SDR)
 
Software Defined Radio (SDR)
Software Defined Radio (SDR)Software Defined Radio (SDR)
Software Defined Radio (SDR)
 
Sdr
SdrSdr
Sdr
 
Software defined radio
Software defined radioSoftware defined radio
Software defined radio
 
Abhinav End Sem Presentation Software Defined Radio
Abhinav End Sem Presentation Software Defined RadioAbhinav End Sem Presentation Software Defined Radio
Abhinav End Sem Presentation Software Defined Radio
 
ES'HAIL 2/QO-100 Reception
ES'HAIL 2/QO-100 ReceptionES'HAIL 2/QO-100 Reception
ES'HAIL 2/QO-100 Reception
 
Software Defined Radio Workshop
Software Defined Radio WorkshopSoftware Defined Radio Workshop
Software Defined Radio Workshop
 
RF Experiments in Raspberry Pi
RF Experiments in Raspberry PiRF Experiments in Raspberry Pi
RF Experiments in Raspberry Pi
 
Design and implementation of sdr based qpsk transceiver using fpga
Design and implementation of sdr based qpsk transceiver using fpgaDesign and implementation of sdr based qpsk transceiver using fpga
Design and implementation of sdr based qpsk transceiver using fpga
 
Sdr seminar
Sdr seminarSdr seminar
Sdr seminar
 
Software defined radio
Software defined radioSoftware defined radio
Software defined radio
 
Software Defined Radio Engineering course sampler
Software Defined Radio Engineering course samplerSoftware Defined Radio Engineering course sampler
Software Defined Radio Engineering course sampler
 
Software defined radio
Software defined radioSoftware defined radio
Software defined radio
 
A Glimpse into Developing Software-Defined Radio by Python
A Glimpse into Developing Software-Defined Radio by PythonA Glimpse into Developing Software-Defined Radio by Python
A Glimpse into Developing Software-Defined Radio by Python
 
Gnu radio lecture
Gnu radio lectureGnu radio lecture
Gnu radio lecture
 
Universal software defined radio development platform
Universal software defined radio development platformUniversal software defined radio development platform
Universal software defined radio development platform
 

Similar to N5AC 2014-10-11 Pacificon SDR Advances

How new technologies affect the art of contesting
How new technologies affect the art of contestingHow new technologies affect the art of contesting
How new technologies affect the art of contesting
Tobias Wellnitz
 
Wireless Sensor Networks: Nothing is Out of Reach
Wireless Sensor Networks: Nothing is Out of ReachWireless Sensor Networks: Nothing is Out of Reach
Wireless Sensor Networks: Nothing is Out of Reach
EnergySec
 
Optical Networking Trends & Evolution
Optical Networking Trends & EvolutionOptical Networking Trends & Evolution
Optical Networking Trends & Evolution
ADVA
 
final presentation
final presentationfinal presentation
final presentation
shalinigowda12
 
K3 Power Point
K3 Power PointK3 Power Point
K3 Power Point
Sil
 
Resume201411
Resume201411Resume201411
Resume201411
Qing Jiang
 
[HES2014] HackRF A Low Cost Software Defined Radio Platform by Benjamin Vernoux
[HES2014] HackRF A Low Cost Software Defined Radio Platform by Benjamin Vernoux[HES2014] HackRF A Low Cost Software Defined Radio Platform by Benjamin Vernoux
[HES2014] HackRF A Low Cost Software Defined Radio Platform by Benjamin Vernoux
Hackito Ergo Sum
 
Multiband Transceivers - [Chapter 5] Software-Defined Radios
Multiband Transceivers - [Chapter 5]  Software-Defined RadiosMultiband Transceivers - [Chapter 5]  Software-Defined Radios
Multiband Transceivers - [Chapter 5] Software-Defined Radios
Simen Li
 
Digital Radio for Voice Communications
Digital Radio for Voice CommunicationsDigital Radio for Voice Communications
Digital Radio for Voice Communications
Rakesh Peter
 
A CMOS 79GHz PMCW radar SOC
A CMOS 79GHz PMCW radar SOCA CMOS 79GHz PMCW radar SOC
A CMOS 79GHz PMCW radar SOC
Dr. Jianying Guo
 
A System's View of Metro and Regional Optical Networks
A System's View of Metro and Regional Optical NetworksA System's View of Metro and Regional Optical Networks
A System's View of Metro and Regional Optical Networks
Cedric Lam
 
10.1.1.399.4069
10.1.1.399.406910.1.1.399.4069
10.1.1.399.4069
Cut Lilis
 
10.1.1.399.4069
10.1.1.399.406910.1.1.399.4069
10.1.1.399.4069
Cut Lilis
 
Integrated Software-Defined Radio (SDR) - VE2013
Integrated Software-Defined Radio (SDR) - VE2013Integrated Software-Defined Radio (SDR) - VE2013
Integrated Software-Defined Radio (SDR) - VE2013
Analog Devices, Inc.
 
Noaa reception
Noaa receptionNoaa reception
Noaa reception
Adam Leach
 
Alignment in DDA Distributed Access Architecture_4-28-2020
Alignment in DDA Distributed Access Architecture_4-28-2020Alignment in DDA Distributed Access Architecture_4-28-2020
Alignment in DDA Distributed Access Architecture_4-28-2020
The Volpe Firm, Inc.
 
3G overview final
3G overview final 3G overview final
3G overview final
Ahmed Emara
 
Webinar Keysight: Soluções de Teste para Tecnologias Emergentes 5G-NR e IoT-L...
Webinar Keysight: Soluções de Teste para Tecnologias Emergentes 5G-NR e IoT-L...Webinar Keysight: Soluções de Teste para Tecnologias Emergentes 5G-NR e IoT-L...
Webinar Keysight: Soluções de Teste para Tecnologias Emergentes 5G-NR e IoT-L...
Embarcados
 
System Partitioning and Design - VE2013
System Partitioning and Design - VE2013System Partitioning and Design - VE2013
System Partitioning and Design - VE2013
Analog Devices, Inc.
 
Hf sdr receiver cw ssb-drm yu1 lm
Hf sdr receiver cw ssb-drm yu1 lmHf sdr receiver cw ssb-drm yu1 lm
Hf sdr receiver cw ssb-drm yu1 lm
smail hondo
 

Similar to N5AC 2014-10-11 Pacificon SDR Advances (20)

How new technologies affect the art of contesting
How new technologies affect the art of contestingHow new technologies affect the art of contesting
How new technologies affect the art of contesting
 
Wireless Sensor Networks: Nothing is Out of Reach
Wireless Sensor Networks: Nothing is Out of ReachWireless Sensor Networks: Nothing is Out of Reach
Wireless Sensor Networks: Nothing is Out of Reach
 
Optical Networking Trends & Evolution
Optical Networking Trends & EvolutionOptical Networking Trends & Evolution
Optical Networking Trends & Evolution
 
final presentation
final presentationfinal presentation
final presentation
 
K3 Power Point
K3 Power PointK3 Power Point
K3 Power Point
 
Resume201411
Resume201411Resume201411
Resume201411
 
[HES2014] HackRF A Low Cost Software Defined Radio Platform by Benjamin Vernoux
[HES2014] HackRF A Low Cost Software Defined Radio Platform by Benjamin Vernoux[HES2014] HackRF A Low Cost Software Defined Radio Platform by Benjamin Vernoux
[HES2014] HackRF A Low Cost Software Defined Radio Platform by Benjamin Vernoux
 
Multiband Transceivers - [Chapter 5] Software-Defined Radios
Multiband Transceivers - [Chapter 5]  Software-Defined RadiosMultiband Transceivers - [Chapter 5]  Software-Defined Radios
Multiband Transceivers - [Chapter 5] Software-Defined Radios
 
Digital Radio for Voice Communications
Digital Radio for Voice CommunicationsDigital Radio for Voice Communications
Digital Radio for Voice Communications
 
A CMOS 79GHz PMCW radar SOC
A CMOS 79GHz PMCW radar SOCA CMOS 79GHz PMCW radar SOC
A CMOS 79GHz PMCW radar SOC
 
A System's View of Metro and Regional Optical Networks
A System's View of Metro and Regional Optical NetworksA System's View of Metro and Regional Optical Networks
A System's View of Metro and Regional Optical Networks
 
10.1.1.399.4069
10.1.1.399.406910.1.1.399.4069
10.1.1.399.4069
 
10.1.1.399.4069
10.1.1.399.406910.1.1.399.4069
10.1.1.399.4069
 
Integrated Software-Defined Radio (SDR) - VE2013
Integrated Software-Defined Radio (SDR) - VE2013Integrated Software-Defined Radio (SDR) - VE2013
Integrated Software-Defined Radio (SDR) - VE2013
 
Noaa reception
Noaa receptionNoaa reception
Noaa reception
 
Alignment in DDA Distributed Access Architecture_4-28-2020
Alignment in DDA Distributed Access Architecture_4-28-2020Alignment in DDA Distributed Access Architecture_4-28-2020
Alignment in DDA Distributed Access Architecture_4-28-2020
 
3G overview final
3G overview final 3G overview final
3G overview final
 
Webinar Keysight: Soluções de Teste para Tecnologias Emergentes 5G-NR e IoT-L...
Webinar Keysight: Soluções de Teste para Tecnologias Emergentes 5G-NR e IoT-L...Webinar Keysight: Soluções de Teste para Tecnologias Emergentes 5G-NR e IoT-L...
Webinar Keysight: Soluções de Teste para Tecnologias Emergentes 5G-NR e IoT-L...
 
System Partitioning and Design - VE2013
System Partitioning and Design - VE2013System Partitioning and Design - VE2013
System Partitioning and Design - VE2013
 
Hf sdr receiver cw ssb-drm yu1 lm
Hf sdr receiver cw ssb-drm yu1 lmHf sdr receiver cw ssb-drm yu1 lm
Hf sdr receiver cw ssb-drm yu1 lm
 

Recently uploaded

Mariano G Tinti - Decoding SpaceX
Mariano G Tinti - Decoding SpaceXMariano G Tinti - Decoding SpaceX
Mariano G Tinti - Decoding SpaceX
Mariano Tinti
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
Zilliz
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
Alpen-Adria-Universität
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
Aftab Hussain
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
DianaGray10
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
Pixlogix Infotech
 
National Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practicesNational Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practices
Quotidiano Piemontese
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
名前 です男
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
Matthew Sinclair
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
innovationoecd
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Speck&Tech
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
Daiki Mogmet Ito
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
panagenda
 
CAKE: Sharing Slices of Confidential Data on Blockchain
CAKE: Sharing Slices of Confidential Data on BlockchainCAKE: Sharing Slices of Confidential Data on Blockchain
CAKE: Sharing Slices of Confidential Data on Blockchain
Claudio Di Ciccio
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
kumardaparthi1024
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
Kari Kakkonen
 
20240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 202420240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 2024
Matthew Sinclair
 

Recently uploaded (20)

Mariano G Tinti - Decoding SpaceX
Mariano G Tinti - Decoding SpaceXMariano G Tinti - Decoding SpaceX
Mariano G Tinti - Decoding SpaceX
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
 
Video Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the FutureVideo Streaming: Then, Now, and in the Future
Video Streaming: Then, Now, and in the Future
 
Removing Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software FuzzingRemoving Uninteresting Bytes in Software Fuzzing
Removing Uninteresting Bytes in Software Fuzzing
 
UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6UiPath Test Automation using UiPath Test Suite series, part 6
UiPath Test Automation using UiPath Test Suite series, part 6
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
 
National Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practicesNational Security Agency - NSA mobile device best practices
National Security Agency - NSA mobile device best practices
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
 
CAKE: Sharing Slices of Confidential Data on Blockchain
CAKE: Sharing Slices of Confidential Data on BlockchainCAKE: Sharing Slices of Confidential Data on Blockchain
CAKE: Sharing Slices of Confidential Data on Blockchain
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
 
20240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 202420240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 2024
 

N5AC 2014-10-11 Pacificon SDR Advances