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Pub. DateTitleDuration
01 Apr 2025Paolo Rapisarda (Behavioural systems and Willems' fundamental lemma)00:59:39

In this episode I talk to Professor Paolo Rapisarda about a bunch of interesting theoretical (but very useful) aspects of control, including his work on behavioural systems theory, model reduction, Willems’ fundamental lemma, and data-driven control.


You can engage with the podcast on

X: https://x.com/coffee_ctrl_pod

BlueSky: https://bsky.app/profile/coffee-and-control.bsky.social

Instagram: https://www.instagram.com/coffee_and_control_podcast/

Or email me at lhodginscontrol@gmail.com

 

Paolo Rapisarda: https://www.southampton.ac.uk/people/5x2hb9/professor-paolo-rapisarda

 

Introduction

State maps for linear systems: https://eprints.soton.ac.uk/264646/1/State_maps.pdf

Harry Trentelman: https://research.rug.nl/en/persons/harry-trentelman

Jan Willems: https://homes.esat.kuleuven.be/~sistawww/smc/jwillems/

PhD thesis: https://research.rug.nl/en/publications/linear-differential-systems-2

 

Behavioural systems

Epic Jan Willems behavioural systems paper: https://skoge.folk.ntnu.no/prost/proceedings/cpc6-jan2002/willems.pdf

 

State maps

LTV paper:https://eprints.soton.ac.uk/457114/1/State_for_linear_discrete_time_varying_systems.pdf

Leibnitz rule: https://www.cuemath.com/calculus/leibniz-rule/

 

 

Dissipativity

Jan Willem’s paper: https://link.springer.com/article/10.1007/bf00276493

Jan Willem’s optimal control paper: https://ieeexplore.ieee.org/abstract/document/1099831

Quadratic differential forms: https://epubs.siam.org/doi/10.1137/S0363012996303062

 

 

Balancing

Siep Weiland: https://ieeexplore.ieee.org/author/37301202100

Keith Glover: https://www.eng.cam.ac.uk/profiles/kg103

H-infinity model order reduction: https://ieeexplore.ieee.org/document/701085

1980 Moore balancing paper: https://ieeexplore.ieee.org/document/1102568

Kalman decomposition: https://en.wikipedia.org/wiki/Kalman_decomposition

 

Arjan van der Schaft: https://scholar.google.nl/citations?user=BIPifjAAAAAJ&hl=en

Hamiltonian systems: https://www.unige.ch/~hairer/poly_geoint/week1.pdf

Port Hamiltonianity:https://www.annualreviews.org/content/journals/10.1146/annurev-control-081219-092250

Jacqueline Scherpen: https://research.rug.nl/en/persons/jacqueline-scherpen

Balancing of Port-Hamiltonian systems: https://research.rug.nl/files/2999949/2003ProcIFACWorkshopLHMNCLopezlena.pdf

Balancing for non-linear systems: https://research.rug.nl/files/3318296/1993ProcECCScherpen.pdf

 

 

Fundamental lemma

Ivan Markovski: https://scholar.google.com/citations?user=qSl_3FQAAAAJ&hl=en

Continuous-time work: https://www.sciencedirect.com/science/article/pii/S016769112400238X

Chebychev polynomials: https://mathworld.wolfram.com/ChebyshevPolynomialoftheFirstKind.html

Kanat Camblibel: https://scholar.google.com/citations?user=aeWjKPcAAAAJ&hl=en

Sufficient condition modification of Willems’s lemma: https://arxiv.org/abs/2405.18962

Experimental implementation: https://arxiv.org/abs/2407.12509

 

Data-driven control

Data-driven ILC:https://ieeexplore.ieee.org/abstract/document/10384133

DeePC: https://arxiv.org/abs/1811.05890

Jonathan Mayo-Maldonado: https://scholar.google.co.uk/citations?user=W-vnMBwAAAAJ&hl=en

 

Extra questions

Aizerman’s conjecture: https://en.wikipedia.org/wiki/Aizerman%27s_conjecture


25 Oct 2024Coffee and Control trailer00:02:07

Trailer for my new control-related podcast! Epsiodes will be released on the 1st of each month.

You can check out inControl here: https://www.incontrolpodcast.com/

inControl episodes tend to be realeased during the middle of the month, so you could subscribe to both!


(Please bear with me regarding the strange background noises and general awkwardness - I'm still learning how podcast making works!)

01 Dec 2024Matthew Turner (Anti-windup and aircraft control)00:59:55
02 Feb 2025William Holderbaum (Geometric control and electroactive matter)00:54:48
01 Mar 2025Sabine Hauert (Swarm robotics and artificial evolution)00:54:48

In this episode I interview Professor Sabine Hauert about the super interesting work she does on the control of swarm robots, how considering nanoparticles as swarms can be used to treat cancer, and how morphogenesis can generate structure from random interactions.

 

You can follow us on Instagram (https://www.instagram.com/coffee_and_control_podcast/),BlueSky (https://bsky.app/profile/coffee-and-control.bsky.social) and X(https://x.com/coffee_ctrl_pod)for updates on episodes!

You can also connect with or follow me on LinkedIn: https://www.linkedin.com/in/lucy-hodgins-733a30175/

References

Sabine: https://hauertlab.com/

Podcasts/ TEDx talks

https://www.youtube.com/watch?v=sn1gmcs-HXU

https://www.youtube.com/watch?v=NBbYuzhxpE0

http://youtube.com/watch?v=vvknnV6325Q

 

Robot Talk: https://open.spotify.com/episode/0JWPnKQmwTQdM1K7247jkq

Complexity: https://open.spotify.com/episode/6nfcUpB3wesHqXP5XzSPAl

Engenius: https://open.spotify.com/episode/34jert4EQGBVrQBfS4OfxW

 

Research

Invertebrate inspiration review paper: https://iopscience.iop.org/article/10.1088/1748-3190/acc223/meta

Centipede control inspiration: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0171421

David Garzon-Ramos: https://dgarzonramos.com/

Puzzle/ Problem/mess paper: https://arxiv.org/abs/2410.22478

Dario Floriano: https://people.epfl.ch/dario.floreano?lang=en

Manuela Veloso: https://engineering.cmu.edu/directory/bios/veloso-manuela.html

 

PhD

PhD thesis: https://infoscience.epfl.ch/entities/publication/dbb9fe40-930c-4e54-a5c0-10b62ebb6d1c
Robot swarm video: https://www.youtube.com/watch?v=n_qRuHkD5lc

Onboard evolution of swarm behaviours: https://advanced.onlinelibrary.wiley.com/doi/pdf/10.1002/aisy.201900031

Supervisory control papers: https://research-information.bris.ac.uk/files/229980063/Paper_SWARM2019.pdf

MAP-elites algorithm: https://link.springer.com/chapter/10.1007/978-3-319-77538-8_49

 

Morphogenesis

James Sharpe: https://www.embl.org/people/person/james-sharpe/

Original paper: https://www.science.org/doi/full/10.1126/scirobotics.aau9178

Controllability of morphogenesis: https://research-information.bris.ac.uk/en/publications/toward-controllable-morphogenesis-in-large-robot-swarms

Controllability in control theory: https://en.wikipedia.org/wiki/Controllability

Steve Brunton controllability Gramian video: https://www.youtube.com/watch?v=ZNHx62HbKNA

Alan Turing reaction diffusion paper: https://www.dna.caltech.edu/courses/cs191/paperscs191/turing.pdf

 

Nanoswarms

Sangita Bhatia: https://ki.mit.edu/people/faculty/sangeeta-bhatia

Nanoswarm papers: https://pmc.ncbi.nlm.nih.gov/articles/PMC4295824/

John Ives: https://www.bristol.ac.uk/people/person/Jonathan-Ives-fa38de81-8d34-4978-a99d-1f55efe2e0f4/

Matimba Swana: https://research-information.bris.ac.uk/en/persons/matimba-c-swana

 

Outreach

AIhub.org: https://aihub.org/

Robohub.org: https://robohub.org/

Drones for 3D printing buildings: https://robohub.org/five-ways-drones-will-change-the-way-buildings-are-designed/

AI environmental impact: https://aihub.org/2025/02/06/explained-generative-ais-environmental-impact/

AI for drug development: https://aihub.org/2025/01/09/will-ai-revolutionize-drug-development-researchers-explain-why-it-depends-on-how-its-used/

 

Extra questions

Radhika Nagpal: https://www.radhikanagpal.org/

Dot robots: https://arxiv.org/pdf/2203.13809

08 Jan 2025Zehor Belkhatir (Fractional order modelling and cancer control)00:58:10

In this episode I talk to Dr Zehor Belkhatir about her fascinating work using fractional order systems to model the brain, as well as how control can be used for chemotherapy treatment.


You can follow us on Instagram, BlueSky, and X for updates on episodes!

References

  1. Thesis: Dr. Zehor Belkhatir's thesis explores key aspects of fractional systems in biomedical applications.
  2. Fractional order estimation: ScienceDirect article.
  3. Cardiovascular system ECC paper: IEEE Explore paper.
  4. Hybrid dynamical systems: Springer chapter.
  5. Kevin Aquino: Google Scholar profile.
  6. Fractional differential equations textbook: Mathematics in Science and Engineering.
  7. Fractional calculus in biomedical engineering book: Begell House publication.
  8. Fractional Robust Control Design book: Springer book.
  9. Fractional order Matlab toolbox: MathWorks resource.
  10. Fractional Youla-Kucera parameterisation: (Details forthcoming).
  11. Allen Tannenbaum: Profile.
  12. Jeff Shamma: Profile.
  13. Larry Norton: MSKCC Profile.
  14. Cancer modelling (and MPC) paper: Google Scholar citation.
  15. Impulse response cancer control: Google Scholar citation.
  16. Optimal mass transport paper: bioRxiv abstract.
01 Nov 2024Chris Freeman (Iterative learning control and stroke rehabilitation)00:50:32

In this first episode, I talk to Chris Freeman, professor of applied control at the University of Southampton and expert on all things related to iterative learning control and its application in rehabilitation.



References:

People Chris worked with throughout his PhD:

Rehabilitation robotics folks:

Tremor suppression:

Multiple model ILC:

Electrode arrays:

Biomedical contexts of ILC:

EDI:

Other projects:

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