메뉴 건너뛰기




Volumn 61, Issue 3, 2014, Pages 883-891

Multivariable adaptive identification and control for artificial pancreas systems

Author keywords

Adaptive control; artificial pancreas (AP); constrained optimization; recursive identification; type 1 diabetes (T1D)

Indexed keywords

ADAPTIVE CONTROL; ARTIFICIAL PANCREAS; BLOOD GLUCOSE CONCENTRATION; GENERALIZED PREDICTIVE CONTROLLERS; PHYSIOLOGICAL INFORMATIONS; RECURSIVE IDENTIFICATION; TYPE 1 DIABETES; WEIGHTED RECURSIVE LEAST SQUARES;

EID: 84896875567     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2013.2291777     Document Type: Article
Times cited : (140)

References (38)
  • 2
    • 79551576021 scopus 로고    scopus 로고
    • Fear of hypoglycemia in type 1 diabetes managed by continuous subcutaneous insulin infusion: Is it associated with poor glycemic control?
    • R. Nixon and J. C. Pickup, "Fear of hypoglycemia in type 1 diabetes managed by continuous subcutaneous insulin infusion: Is it associated with poor glycemic control?" Diabetes Technol. Therapeutics, vol. 13, no. 2, pp. 93-98, 2011.
    • (2011) Diabetes Technol. Therapeutics , vol.13 , Issue.2 , pp. 93-98
    • Nixon, R.1    Pickup, J.C.2
  • 3
    • 14844351848 scopus 로고    scopus 로고
    • A critical assessment of algorithms and challenges in the development of a closed-loop artificial pancreas
    • DOI 10.1089/dia.2005.7.28
    • B. W. Bequette, "A critical assessment of algorithms and challenges in the development of a closed-loop artificial pancreas," Diabetes Technol. Therapeutics, vol. 7, no. 1, pp. 28-47, Feb. 2005. (Pubitemid 40354574)
    • (2005) Diabetes Technology and Therapeutics , vol.7 , Issue.1 , pp. 28-47
    • Bequette, B.W.1
  • 4
    • 33845521334 scopus 로고    scopus 로고
    • Feasibility of automating insulin delivery for the treatment of type 1 diabetes
    • DOI 10.2337/db06-0419
    • G. M. Steil, K. Rebrin, C.Darwin, F. Hariri, and M. F. Saad, "Feasibility of automating insulin delivery for the treatment of type 1 diabetes," Diabetes, vol. 55, no. 12, pp. 3344-3350, Dec. 2006. (Pubitemid 44923591)
    • (2006) Diabetes , vol.55 , Issue.12 , pp. 3344-3350
    • Steil, G.M.1    Rebrin, K.2    Darwin, C.3    Hariri, F.4    Saad, M.F.5
  • 8
    • 69949146908 scopus 로고    scopus 로고
    • In silico preclinical trials: A proof of concept in closed-loop control of type 1 diabetes
    • Jan.
    • B. P. Kovatchev,M. Breton, C. D. Man, and C. Cobelli, "In silico preclinical trials: A proof of concept in closed-loop control of type 1 diabetes," J. Diabetes Sci. Technol., vol. 3, no. 1, pp. 44-55, Jan. 2009.
    • (2009) J. Diabetes Sci. Technol. , vol.3 , Issue.1 , pp. 44-55
    • Kovatchev, B.P.1    Breton, M.2    Man, C.D.3    Cobelli, C.4
  • 10
    • 77953007422 scopus 로고    scopus 로고
    • Closed-loop artificial pancreas using subcutaneous glucose sensing and insulin delivery and a model predictive control algorithm: The Virginia experience
    • Sep.
    • W. L. Clarke, S. Anderson, M. Breton, S. Patek, L. Kashmer, and B. Kovatchev, "Closed-loop artificial pancreas using subcutaneous glucose sensing and insulin delivery and a model predictive control algorithm: The Virginia experience," J. Diabetes Sci. Technol., vol. 3, no. 5, pp. 1031-1038, Sep. 2009.
    • (2009) J. Diabetes Sci. Technol. , vol.3 , Issue.5 , pp. 1031-1038
    • Clarke, W.L.1    Anderson, S.2    Breton, M.3    Patek, S.4    Kashmer, L.5    Kovatchev, B.6
  • 12
    • 77954901769 scopus 로고    scopus 로고
    • MD-logic artificial pancreas system a pilot study in adults with type 1 diabetes
    • E. Atlas, R. Nimri, S. Miller, E. A. Grunberg, and M. Phillip, "MD-logic artificial pancreas system a pilot study in adults with type 1 diabetes," Diabetes Care, vol. 33, no. 5, pp. 1072-1076, 2010.
    • (2010) Diabetes Care , vol.33 , Issue.5 , pp. 1072-1076
    • Atlas, E.1    Nimri, R.2    Miller, S.3    Grunberg, E.A.4    Phillip, M.5
  • 13
    • 84864719500 scopus 로고    scopus 로고
    • Feasibility study of automated overnight closed-loop glucose control under md-logic artificial pancreas in patients with type 1 diabetes: The DREAM project
    • R. Nimri, E. Atlas, M. Ajzensztejn, S. Miller, T. Oron, and M. Phillip, "Feasibility study of automated overnight closed-loop glucose control under md-logic artificial pancreas in patients with type 1 diabetes: The DREAM project," Diabetes Technol. Therapeut., vol. 14, no. 8, pp. 728-735, 2012.
    • (2012) Diabetes Technol. Therapeut , vol.14 , Issue.8 , pp. 728-735
    • Nimri, R.1    Atlas, E.2    Ajzensztejn, M.3    Miller, S.4    Oron, T.5    Phillip, M.6
  • 15
    • 84883495782 scopus 로고    scopus 로고
    • Adaptive multivariable closed-loop control of blood glucose concentration in patients with type 1 diabetes
    • K. Turksoy, E. S. Bayrak, L. Quinn, E. Littlejohn, and A. Cinar, "Adaptive multivariable closed-loop control of blood glucose concentration in patients with type 1 diabetes," in Proc. Amer. Control Conf., 2013, pp. 2905-2910.
    • (2013) Proc. Amer. Control Conf. , pp. 2905-2910
    • Turksoy, K.1    Bayrak, E.S.2    Quinn, L.3    Littlejohn, E.4    Cinar, A.5
  • 16
    • 84877647839 scopus 로고    scopus 로고
    • Multivariable adaptive closed-loop control of an artificial pancreas without meal and activity announcement
    • DOI: 10.1089/dia.2012.0283
    • K. Turksoy, E. S. Bayrak, L. Quinn, E. Littlejohn, and A. Cinar, "Multivariable adaptive closed-loop control of an artificial pancreas without meal and activity announcement," Diabetes Technol. Therapeutics, vol. 15, no. 5, pp. 386-400, 2013, DOI: 10.1089/dia.2012.0283.
    • (2013) Diabetes Technol. Therapeutics , vol.15 , Issue.5 , pp. 386-400
    • Turksoy, K.1    Bayrak, E.S.2    Quinn, L.3    Littlejohn, E.4    Cinar, A.5
  • 17
    • 77956071742 scopus 로고    scopus 로고
    • Novel use of glucagon in a closed-loop system for prevention of hypoglycemia in type 1 diabetes
    • J. R. Castle, J. M. Engle, J. El Youssef, R. G. Massoud, K. C. Yuen, R. Kagan, and W. K. Ward, "Novel use of glucagon in a closed-loop system for prevention of hypoglycemia in type 1 diabetes," Diabetes Care, vol. 33, no. 6, pp. 1282-1287, 2010.
    • (2010) Diabetes Care , vol.33 , Issue.6 , pp. 1282-1287
    • Castle, J.R.1    Engle, J.M.2    El Youssef, J.3    Massoud, R.G.4    Yuen, K.C.5    Kagan, R.6    Ward, W.K.7
  • 18
    • 84875188726 scopus 로고    scopus 로고
    • Glucoseresponsive insulin and glucagon delivery (dual-hormone artificial pancreas) in adults with type 1 diabetes: A randomized crossover controlled trial
    • A. Haidar, L. Legault, M. Dallaire, A. Alkhateeb, A. Coriati, V. Messier, P. Cheng, M. Millette, B. Boulet, and R. Rabasa-Lhoret, "Glucoseresponsive insulin and glucagon delivery (dual-hormone artificial pancreas) in adults with type 1 diabetes: A randomized crossover controlled trial," Can. Med. Assoc. J., vol. 185, no. 4, pp. 297-305, 2013.
    • (2013) Can. Med. Assoc. J. , vol.185 , Issue.4 , pp. 297-305
    • Haidar, A.1    Legault, L.2    Dallaire, M.3    Alkhateeb, A.4    Coriati, A.5    Messier, V.6    Cheng, P.7    Millette, M.8    Boulet, B.9    Rabasa-Lhoret, R.10
  • 20
    • 84868109034 scopus 로고    scopus 로고
    • Blood glucose control in type 1 diabetes with a bihormonal bionic endocrine pancreas
    • S. Russell, F. El-Khatib, D. Nathan, K. Magyar, J. Jiang, and E. Damiano, "Blood glucose control in type 1 diabetes with a bihormonal bionic endocrine pancreas," Diabetes Care, vol. 35, pp. 2148-2155, 2012.
    • (2012) Diabetes Care , vol.35 , pp. 2148-2155
    • Russell, S.1    El-Khatib, F.2    Nathan, D.3    Magyar, K.4    Jiang, J.5    Damiano, E.6
  • 21
    • 84864447817 scopus 로고    scopus 로고
    • Adaptive system identification for estimating future glucose concentrations and hypoglycemia alarms
    • M. Eren-Oruklu, A. Cinar, D. K. Rollins, and L. Quinn, "Adaptive system identification for estimating future glucose concentrations and hypoglycemia alarms," Automatica, vol. 48, no. 8, pp. 1892-1897, 2012.
    • (2012) Automatica , vol.48 , Issue.8 , pp. 1892-1897
    • Eren-Oruklu, M.1    Cinar, A.2    Rollins, D.K.3    Quinn, L.4
  • 22
    • 34247372642 scopus 로고    scopus 로고
    • Glucose concentration can be predicted ahead in time from continuous glucose monitoring sensor time-series
    • DOI 10.1109/TBME.2006.889774, 21
    • G. Sparacino, F. Zanderigo, S. Corazza, A. Maran, A. Facchinetti, and C. Cobelli, "Glucose concentration can be predicted ahead in time from continuous glucose monitoring sensor time-series," IEEE Trans. Biomed. Eng., vol. 54, no. 5, pp. 931-937, May 2007. (Pubitemid 46628560)
    • (2007) IEEE Transactions on Biomedical Engineering , vol.54 , Issue.5 , pp. 931-937
    • Sparacino, G.1    Zanderigo, F.2    Corazza, S.3    Maran, A.4    Facchinetti, A.5    Cobelli, C.6
  • 23
    • 77954667874 scopus 로고    scopus 로고
    • Hypoglycemia prediction with subject-specific recursive time-series models
    • Jan.
    • M. Eren-Oruklu, A. Cinar, and L. Quinn, "Hypoglycemia prediction with subject-specific recursive time-series models," J. Diabetes Sci. Technol., vol. 4, no. 1, pp. 25-33, Jan. 2010.
    • (2010) J. Diabetes Sci. Technol. , vol.4 , Issue.1 , pp. 25-33
    • Eren-Oruklu, M.1    Cinar, A.2    Quinn, L.3
  • 24
    • 64349107874 scopus 로고    scopus 로고
    • Estimation of future glucose concentrations with subject-specific recursive linear models
    • Apr. Available
    • M. Eren-Oruklu, A. Cinar, L. Quinn, and D. Smith. (2009, Apr.). Estimation of future glucose concentrations with subject-specific recursive linear models. Diabetes Technol. Therapeutics [Online]. 11(4), pp. 243-253. Available: http://dx.doi.org/10.1089/dia.2008.0065
    • (2009) Diabetes Technol. Therapeutics [Online] , vol.11 , Issue.4 , pp. 243-253
    • Eren-Oruklu, M.1    Cinar, A.2    Quinn, L.3    Smith, D.4
  • 26
    • 84862693536 scopus 로고    scopus 로고
    • Safe glycemic management during closed-loop treatment of type 1 diabetes: The role of glucagon, use of multiple sensors, and compensation for stress hyperglycemia
    • W.Ward, J. Castle, and J. El Youssef, "Safe glycemic management during closed-loop treatment of type 1 diabetes: The role of glucagon, use of multiple sensors, and compensation for stress hyperglycemia," J. Diabetes Sci. Technol., vol. 5, no. 6, pp. 1373-1380, 2011.
    • (2011) J. Diabetes Sci. Technol. , vol.5 , Issue.6 , pp. 1373-1380
    • Ward, W.1    Castle, J.2    El Youssef, J.3
  • 29
    • 0002883814 scopus 로고    scopus 로고
    • 4th ed. San Diego, CA, USA: Torrey Pines Press
    • J.Walsh and R. Roberts, Pumping Insulin, 4th ed. San Diego, CA, USA: Torrey Pines Press, 2006.
    • (2006) Pumping Insulin
    • Walsh, J.1    Roberts, R.2
  • 30
    • 0003473124 scopus 로고    scopus 로고
    • Jan. 2nd ed. Englewood Cliffs, NJ, USA: Prentice-Hall, [Online]. Available
    • L. Ljung. (1999, Jan.). System Identification: Theory for the User, 2nd ed. Englewood Cliffs, NJ, USA: Prentice-Hall, [Online]. Available: http://www.worldcat.org/isbn/0136566952
    • (1999) System Identification: Theory for the User
    • Ljung, L.1
  • 31
    • 0023310961 scopus 로고
    • Generalized predictive control - part i. The basic algorithm
    • DOI 10.1016/0005-1098(87)90087-2
    • D. Clarke, C. Mohtadi, and P. Tuffs, "Generalized predictive controlPart I. The basic algorithm," Automatica, vol. 23, no. 2, pp. 137-148, 1987. (Pubitemid 17600158)
    • (1987) Automatica , vol.23 , Issue.2 , pp. 137-148
    • Clarke, D.W.1    Mohtadi, C.2    Tuffs, P.S.3
  • 33
    • 79952200686 scopus 로고    scopus 로고
    • Guidelines for insulin dosing in continuous subcutaneous insulin infusion using new formulas from a retrospective study of individuals with optimal glucose levels
    • J. Walsh, R. Roberts, and T. Bailey, "Guidelines for insulin dosing in continuous subcutaneous insulin infusion using new formulas from a retrospective study of individuals with optimal glucose levels," J. Diabetes Sci. Technol., vol. 4, no. 5, pp. 1174-1181, 2010.
    • (2010) J. Diabetes Sci. Technol. , vol.4 , Issue.5 , pp. 1174-1181
    • Walsh, J.1    Roberts, R.2    Bailey, T.3
  • 35
    • 80655141686 scopus 로고    scopus 로고
    • Closed-loop insulin delivery for treatment of type 1 diabetes
    • D. Elleri, D. Dunger, and R. Hovorka, "Closed-loop insulin delivery for treatment of type 1 diabetes," BMCMed., vol. 9, no. 1, pp. 120-129, 2011.
    • (2011) BMCMed , vol.9 , Issue.1 , pp. 120-129
    • Elleri, D.1    Dunger, D.2    Hovorka, R.3
  • 36
    • 84860606886 scopus 로고    scopus 로고
    • Closed-loop insulin delivery in type 1 diabetes
    • H. Thabit and R. Hovorka, "Closed-loop insulin delivery in type 1 diabetes," Endocrinol. Metabol. Clin. North Amer., vol. 41, no. 1, pp. 105-117, 2012.
    • (2012) Endocrinol. Metabol. Clin. North Amer. , vol.41 , Issue.1 , pp. 105-117
    • Thabit, H.1    Hovorka, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.