fischer wrobel vt edits - darpa · 2017-06-23 · unprecedented deployment of networked detectors...

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Distribution Statement “A” (Approved for Public Release, Distribution Unlimited) SENSING Anne Fischer, Ph.D. and Mark Wrobel, Ph.D., CHP Discover DSO Day June 15, 2017

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Page 1: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

Distribution Statement “A” (Approved for Public Release, Distribution Unlimited)

SENSINGAnne Fischer, Ph.D. and Mark Wrobel, Ph.D., CHP

Discover DSO Day

June 15, 2017

Page 2: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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Introductions

Page 3: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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SIGMACost-effective, operationally practical, continuous city-scale nuclear and

radiological WMD sensing capability

Networked SystemsMulti-modal detection of potential hazards and threats pre-and post- event

Nuclear Sensing and Networked Systems

Page 4: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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Spectral Combs from UV to THz (SCOUT)Enable chip-scale, quantitative detection of multiple trace species in real environments

Folded Non-Natural Polymers with Biological Function (Fold F(x))Rapidly discover novel polymers for therapeutics and diagnostics

Make-ItCreate fully automated chemical synthesizer for known and new small molecules

Molecular InformaticsExplore new approaches to store and process information with molecules

Chemical Systems

Page 5: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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Building a DARPA Program

Request for Information

(RFI)

Seedling Effort

Broad Agency Announcement

Page 6: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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Building a DARPA Program

Request for Information

(RFI)

Seedling Effort

Broad Agency Announcement

Today, we’re working on the far left of this progression

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Heilmeier Catechism

• What are we trying to do?• How does this get done, at present?• What is new about our approach?• If we succeed, what difference do we think it will make?• How long do we think it will take?• Can we transition?• How much will it cost?

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Page 8: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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An Example

Molecular Informatics

Page 9: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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We’re creating vast amounts of data

Glob

al d

ata

(zet

taby

tes)

Year

1% of global data

Past and projected global data growth(1 ZB = 1021 bytes)

Gantz and Reinsel (2012). The Digital Universe in 2020. Framingham, MA

Page 10: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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New foundations for information processing

Millions of molecules exist with unique properties that could be utilized to enable simplified, more capable storage and processing strategies

Structure, shape, size, charge, polarity, …

Projected storage densities of 1018 bytes/mm3

Projected processing speeds of ~1020 reactions/s

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Molecular Informatics

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Vision: Explore new approaches to store and process information with molecules

With a richer feature space for physically representing and querying data, what new operations could molecules enable?

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Thought Experiment:

It is 2037, and we can now effectively track transport of chemical agents and explosives through a city

What technologies were developed to enable this capability?

Page 13: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

The Goal: Detecting and interdicting nuclear/radiological materials outside of regulatory

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The nature of the threat:

Improvised Nuclear Device (IND)

Radiological Dispersal Device (RDD) – “dirty bomb”

Radiation Exposure Device (RED)

The challenge:

Limited radiological signatures of some materials

Significant clutter and noise in the environment

Basic physics of radiation sensing

“No threat poses as grave a danger to our security and well-being as the potential use of nuclear weapons and materials by irresponsible states or terrorists.” - President’s Security Strategy, February 2015

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Page 14: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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SIGMA: Cost-effective, operationally practical, continuous city-scale nuclear and radiological WMD detection capability

Detectors• Increase efficiency & resolution via low cost, scalable methods

• Goal: 10x cheaper, up to 10x faster spectroscopic & n detection. Buy & deploy 10k pagers, 200+ large detectors

• Achieved: SPRD & 10k procurement at $400/unit, 200+large detectors in production

System Architecture• Build automated detector network.

Increase sensitivity & reduce false alarms via algorithms & data fusion.

• Goal: Continuous city-scale system w/ near-zero false alarm rate. Stream 10k detectors

• Achieved: System able to stream & analyze >1k detectors at 1 Hz. Real-time ID algorithms in-place

Deployment• Develop CONOPs. Execute pilots to

transition real capability. Red team. Feedback to R&D.

• Goal: Maximize scale-up, ensure operational viability & transition

• Achieved: 10+ pilots, 4+ operational. Latest: DC 1000 Detector Exercise; DC FEMS

On-track to operationalize wide-area monitoring capability in 2017

Automated threat detection and ID with Web based Command and Control

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Page 15: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

1000+ D3S and ~50 vehicle detectors deployed: full system functionality without downtimeUnprecedented deployment of networked detectors and coverage of DC

“SIGMA Fields” event deployed >1,000 D3S detectors and validated system functionality at scale

15Distribution Statement “A” (Approved for Public Release, Distribution Unlimited)

(Oct, 2016)

Page 16: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

Each vehicle covers average ~60 miles/day, with fleet of 37 traveling ~2000 miles/day – DC road network is ~1500 miles

106,267 detector-hours with 380+ million spectra (at week 19 of operation)

Extended pilot with DC Fire demonstrated city-scale monitoring capability via SIGMA detectors installed on DC ambulance fleet

Pilot helped build and confirm viable city-scale CONOPs

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One week of data

Page 17: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

• Design:• How can this mission be supported in a completely “invisible”

manner• Front line forces / law enforcement don’t even know their critically

enabling this mission?• Critical Valley of Death issue for rare event missions

• Complexity / Design:• How do we multiply (multi-task) deployed sensors to support

multi-threat detection?• How is ancillary / orthogonal data integrated to better support

the mission?

New Fundamental Questions to be Answered

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Page 18: Fischer Wrobel VT edits - DARPA · 2017-06-23 · Unprecedented deployment of networked detectors and coverage of DC “SIGMA Fields” event deployed >1,000 D3S detectors and validated

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Thought Experiment:

npr.org

Water security

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www.darpa.mil

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