• 4169 Citations
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1900 …2023
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Research Output 1900 2019

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Conference contribution
2018

LPV system identification using the matchable observable linear identification approach

Dos Santos, P. L., Romano, R., Azevedo-Perdicoulis, T. P., Rivera, D. & Ramos, J. A., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 4626-4631 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

System Identification
Predictors
Identification (control systems)
Optimal Prediction
Prediction Error
2017

Lessons learned in development of a behavior modeling tool for health intervention design: BehaviorSim

Murray, T., Hekler, E., Metz, D. S., Rivera, D. & Raij, A., 2017, Advances in Applied Digital Human Modeling and Simulation - Proceedings of the AHFE International Conference on Digital Human Modeling and Simulation, 2016. Springer Verlag, Vol. 481. p. 279-290 12 p. (Advances in Intelligent Systems and Computing; vol. 481).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
Drawing (graphics)
Facings
Dynamical systems
Visualization
5 Citations (Scopus)

System identification of Just Walk: A behavioral mHealth intervention for promoting physical activity

Freigoun, M. T., Martin, C. A., Magann, A. B., Rivera, D., Phatak, S. S., Korinek, E. V. & Hekler, E. B., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 116-121 6 p. 7962940

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
mHealth
2016

A control engineering approach for optimizing physical activity behavioral interventions

Martin, C. A., Rivera, D. & Hekler, E. B., Nov 21 2016, 2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016. Institute of Electrical and Electronics Engineers Inc., 7750851

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
engineering
cognitive theory
Health
predictive model
8 Citations (Scopus)

A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control

Martin, C. A., Rivera, D. & Hekler, E. B., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 3576-3581 6 p. 7525468

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Controllers
Health
2 Citations (Scopus)

An enhanced identification test monitoring procedure for MIMO systems relying on uncertainty estimates

Martín, C. A., Rivera, D. & Hekler, E. B., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2091-2096 6 p. 7798572

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MIMO Systems
Parameter Design
MIMO systems
Monitoring
Uncertainty
5 Citations (Scopus)

An identification test monitoring procedure for MIMO systems based on statistical uncertainty estimation

Martin, C. A., Rivera, D. & Hekler, E. B., Feb 8 2016, 2015 54th IEEE Conference on Decision and Control, CDC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February. p. 2719-2724 6 p. 7402627

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Uncertainty Estimation
Statistical Estimation
MIMO Systems
MIMO systems
Monitoring
2 Citations (Scopus)

Formalization of computational human behavior models for contextual persuasive technology

Murray, T., Hekler, E., Spruijt-Metz, D., Rivera, D. & Raij, A., 2016, Persuasive Technology - 11th International Conference, PERSUASIVE 2016, Proceedings. Springer Verlag, Vol. 9638. p. 150-161 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9638).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Persuasive Technology
Human Behavior
Formalization
Terminology
Modeling
6 Citations (Scopus)

Semi-physical identification and state estimation of energy intake for interventions to manage gestational weight gain

Guo, P., Rivera, D., Downs, D. S. & Savage, J. S., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 1271-1276 6 p. 7525092

Research output: Chapter in Book/Report/Conference proceedingConference contribution

State estimation
Identification (control systems)
Energy balance
Public health
Adaptive algorithms
2015
11 Citations (Scopus)

A system identification approach for improving behavioral interventions based on Social Cognitive Theory

Martin, C. A., Deshpande, S., Hekler, E. B. & Rivera, D., Jul 28 2015, Proceedings of the American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 5878-5883 6 p. 7172261

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
Constrained optimization
Mirrors
Experiments
Health
2014
32 Citations (Scopus)

A dynamical systems model of Social Cognitive Theory

Martín, C. A., Rivera, D., Riley, W. T., Hekler, E. B., Buman, M., Adams, M. & King, A. C., 2014, Proceedings of the American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 2407-2412 6 p. 6859463

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamical systems
Health
Systems engineering
Control systems
Fluids
9 Citations (Scopus)

A Hybrid Model Predictive Control strategy for optimizing a smoking cessation intervention

Timms, K. P., Rivera, D., Piper, M. E. & Collins, L. M., 2014, Proceedings of the American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 2389-2394 6 p. 6859466

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Drug therapy
Tobacco
Feedback
7 Citations (Scopus)

Hybrid model predictive control for sequential decision policies in adaptive behavioral interventions

Dong, Y., Deshpande, S., Rivera, D., Downs, D. S. & Savage, J. S., 2014, Proceedings of the American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 4198-4203 6 p. 6859462

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Decision making
Sampling

ITCLI: An interactive tool for closed-loop identification

Guzmán, J. L., Rivera, D., Berenguel, M. & Dormido, S., 2014, IFAC Proceedings Volumes (IFAC-PapersOnline). IFAC Secretariat, Vol. 19. p. 12249-12254 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model structures
Identification (control systems)
Tuning
Controllers
Testing
3 Citations (Scopus)

Leveraging intensive longitudinal data to better understand health behaviors

Timms, K. P., Martin, C. A., Rivera, D., Hekler, E. B. & Riley, W., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 6888-6891 4 p. 6945211

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health Behavior
Health
Behavioral Sciences
Dynamical systems
Smoking
12 Citations (Scopus)

The importance of behavior theory in control system modeling of physical activity sensor data

Riley, W. T., Martin, C. A. & Rivera, D., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 6880-6883 4 p. 6945209

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health Behavior
Control systems
Sensors
Health
Technology
2013
4 Citations (Scopus)

A data-centric system identification approach to input signal design for Hammerstein systems

Deshpande, S. & Rivera, D., 2013, Proceedings of the IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers Inc., p. 5192-5197 6 p. 6760705

Research output: Chapter in Book/Report/Conference proceedingConference contribution

System Identification
Identification (control systems)
Pseudorandom Sequence
Binary sequences
Local Approximation
10 Citations (Scopus)

Control systems engineering for understanding and optimizing smoking cessation interventions

Timms, K. P., Rivera, D., Collins, L. M. & Piper, M. E., 2013, Proceedings of the American Control Conference. p. 1964-1969 6 p. 6580123

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Systems engineering
Control systems
Drawing (graphics)
Health
Public health
15 Citations (Scopus)

Hybrid model predictive control for optimizing gestational weight gain behavioral interventions

Dong, Y., Rivera, D., Downs, D. S., Savage, J. S., Thomas, D. M. & Collins, L. M., 2013, Proceedings of the American Control Conference. p. 1970-1975 6 p. 6580124

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Weight control
Public health
Education
Controllers

Identification of affine linear parameter varying models for adaptive interventions in fibromyalgia treatment

Lopes Dos Santos, P., Deshpande, S., Rivera, D., Azevedo-Perdicoulis, T. P., Ramos, J. A. & Younger, J., 2013, Proceedings of the American Control Conference. p. 1976-1981 6 p. 6580125

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
Dynamical systems
Scheduling
Derivatives

Identification of LPV state space systems by a separable least squares approach

Lopes Dos Santos, P., Azevedo-Perdicoúlis, T. P., Ramos, J. A., Martins De Carvalho, J. L. & Rivera, D., 2013, Proceedings of the IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers Inc., p. 4104-4109 6 p. 6760518

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Least Squares
State Space
Output
Scheduling
Minimise
6 Citations (Scopus)

Optimal input signal design for data-centric estimation methods

Deshpande, S. & Rivera, D., 2013, Proceedings of the American Control Conference. p. 3924-3929 6 p. 6580439

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012
18 Citations (Scopus)

A dynamical systems model for improving gestational weight gain behavioral interventions

Dong, Y., Rivera, D., Thomas, D. M., Navarro-Barrientos, J. E., Downs, D. S., Savage, J. S. & Collins, L. M., 2012, Proceedings of the American Control Conference. p. 4059-4064 6 p. 6315424

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamical systems
Model predictive control
Public health
Energy balance
9 Citations (Scopus)

i-pIDtune: An interactive tool for integrated system identification and PID control

Guzman, J. L., Rivera, D., Berenguel, M. & Dormido, S., 2012, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 2. p. 146-151 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Three term control systems
Identification (control systems)
Design of experiments
Tuning
Controllers

ITCRI: An interactive software tool for evaluating control-relevant identification

Álvarez, J. D., Guzman, J. L., Rivera, D., Berenguel, M. & Dormido, S., 2012, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 16. p. 1529-1534 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fluidized beds
19 Citations (Scopus)

Optimized behavioral interventions: What does system identification and control engineering have to offer?

Rivera, D., 2012, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 16. p. 882-893 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
Model predictive control
Dynamical systems
Systems science
Dynamic models
6 Citations (Scopus)

System identification modeling of a smoking cessation intervention

Timms, K. P., Rivera, D., Collins, L. M. & Piper, M. E., 2012, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 16. p. 786-791 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
Feedback
Model structures
Availability
14 Citations (Scopus)

Towards patient-friendly input signal design for optimized pain treatment interventions

Deshpande, S., Rivera, D. & Younger, J., 2012, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 16. p. 1311-1316 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamic response
2011
13 Citations (Scopus)

A control engineering approach for designing an optimized treatment plan for fibromyalgia

Deshpande, S., Nandola, N. N., Rivera, D. & Younger, J., 2011, Proceedings of the American Control Conference. p. 4798-4803 6 p. 5991518

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Dynamic models
Identification (control systems)

A system identification and control engineering approach for designing an optimized treatment plan for Fibromyalgia

Deshpande, S., Nandola, N. N., Rivera, D. & Younger, J. W., Jan 1 2011, Computing and Systems Technology Division - Core Programming Topic at the 2011 AIChE Annual Meeting. AIChE, Vol. 2. p. 1138-1140 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
engineering

Hybrid model predictive control applied to production-inventory systems

Nandola, N. N. & Rivera, D., 2011, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 18. p. 7328-7333 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Supply chain management
Inventory control
Process control
Dynamical systems
4 Citations (Scopus)

ITCRI: An Interactive software Tool for Control-Relevant Identification education

Álvarez, J. D., Guzmán, J. L., Rivera, D., Berenguel, M. & Dormido, S., 2011, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 18. p. 6367-6372 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Education
2010
9 Citations (Scopus)

A dynamical systems model for understanding behavioral interventions for weight loss

Navarro-Barrientos, J. E., Rivera, D. & Collins, L. M., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6007 LNCS. p. 170-179 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6007 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamical systems
Dynamical system
Energy Balance
Energy balance
Model
12 Citations (Scopus)

A novel model predictive control formulation for hybrid systems with application to adaptive behavioral interventions

Nandola, N. N. & Rivera, D., 2010, Proceedings of the 2010 American Control Conference, ACC 2010. p. 6286-6292 7 p. 5531515

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Hybrid systems
Disturbance rejection
Closed loop systems
Tuning
8 Citations (Scopus)

Model-on-demand predictive control for nonlinear hybrid systems with application to adaptive behavioral interventions

Nandola, N. N. & Rivera, D., 2010, Proceedings of the IEEE Conference on Decision and Control. p. 6113-6118 6 p. 5717296

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predictive Control
Hybrid systems
Hybrid Systems
Nonlinear Systems
Model
2 Citations (Scopus)

Probabilistic uncertainty description for an etfe estimated plant using a sequence of multi-sinusoidal signals

Steenis, R. & Rivera, D., 2010, Proceedings of the 2010 American Control Conference, ACC 2010. p. 3722-3728 7 p. 5530668

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transfer functions
Testing
Robust control
Adaptive algorithms
Identification (control systems)
2009
10 Citations (Scopus)

Application of robustified model predictive control to a production-inventory system

Stoica, C., Arahal, M. R., Rivera, D., Rodríguez-Ayerbe, P. & Dumur, D., 2009, Proceedings of the IEEE Conference on Decision and Control. p. 3993-3998 6 p. 5399740

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Inventory Systems
Model predictive control
Model Predictive Control
Production Systems
Categorical or nominal
2 Citations (Scopus)

A system identification approach to PDE modeling of a semiconductor manufacturing process

Schwartz, J. D. & Rivera, D., 2009, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 15. p. 964-969 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Partial differential equations
Identification (control systems)
Semiconductor materials
Supply chain management
Discrete event simulation
2 Citations (Scopus)

Control-relevant estimation of demand models for closed-loop control of a production-inventory system

Schwartz, J. D. & Rivera, D., 2009, Proceedings of the IEEE Conference on Decision and Control. p. 416-421 6 p. 5400515

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Inventory Systems
Closed-loop Control
Production Systems
Inventory Management
Weight control
7 Citations (Scopus)

ITSIE: An interactive software tool for System Identification Education

Guzmán, J. L., Rivera, D., Dormido, S. & Berenguel, M., 2009, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 15. p. 752-757 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
Education
Students
2 Citations (Scopus)

Plant-friendly signal generation for system identification using a modified SPSA methodology

Steenis, R. & Rivera, D., 2009, Proceedings of the IEEE Conference on Decision and Control. p. 470-475 6 p. 5400015

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic Approximation
System Identification
Identification (control systems)
Perturbation
Signal systems
3 Citations (Scopus)

Teaching system identification through interactivity

Guzmán, J. L., Rivera, D., Dormido, S. & Berenguel, M., 2009, IFAC Proceedings Volumes (IFAC-PapersOnline). PART 1 ed. Vol. 8. p. 43-48 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Identification (control systems)
Teaching
Education
Students
Dynamical systems
2008
1 Citation (Scopus)

Control-relevant demand forecasting for management of a production-inventory system

Schwartz, J. D., Arahal, M. R. & Rivera, D., 2008, Proceedings of the American Control Conference. p. 4053-4058 6 p. 4587127

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Hinges
Supply chains
Frequency bands

Engineering control approaches for the design and analysis of adaptive behavioral interventions

Rivera, D. & Collins, L. M., 2008, AIChE Annual Meeting, Conference Proceedings.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2007

Multi-objective control-relevant demand modeling for production and inventory control

Schwartz, J. D. & Rivera, D., 2007, Proceedings of the 3rd IEEE International Conference on Automation Science and Engineering, IEEE CASE 2007. p. 710-715 6 p. 4341756

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Inventory control
Production control
Model predictive control
Supply chains
2 Citations (Scopus)

Optimization-based design of plant-friendly input signals for model-on-demand estimation and model predictive control

Lee, H., Rivera, D., Mittelmann, H. & Pendse, G., 2007, Proceedings of the American Control Conference. p. 1560-1565 6 p. 4282841

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Multivariable systems
Distillation columns
Chemical analysis
2006
5 Citations (Scopus)

An integrated input signal design and control-relevant parameter estimation approach for highly interactive multivariable systems

Lee, H. & Rivera, D., 2006, Proceedings of the American Control Conference. Vol. 2006. p. 1665-1670 6 p. 1656458

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multivariable systems
Parameter estimation
Distillation columns
Model predictive control
Frequency response
1 Citation (Scopus)

A risk-based model predictive control approach to adaptive interventions in behavioral health

Zafra-Cabeza, A., Rivera, D., Collins, L. M., Ridao, M. A. & Camacho, E. F., 2006, Proceedings of the IEEE Conference on Decision and Control. p. 673-678 6 p. 4177533

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Model predictive control
Health
Risk management
Systems engineering
Tobacco Products
4 Citations (Scopus)

Flexible experimentation and analysis for hybrid DEVS and MPC models

Huang, D., Sarjoughain, H. S., Godding, G. W., Rivera, D. & Kempf, K. G., 2006, Proceedings - Winter Simulation Conference. p. 1863-1870 8 p. 4117825

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Testbeds
Discrete event simulation
Supply chains
Semiconductor materials
Model predictive control

Multi-objective control-relevant demand modeling for supply chain management

Schwartz, J. & Rivera, D., 2006, AIChE Annual Meeting, Conference Proceedings.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supply chain management
Inventory control
Model predictive control
Supply chains