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Miroslav Pajic

Professor in the Department of Electrical and Computer Engineering
Pierre R. Lamond Department of Electrical and Computer Engineering

Featured Works


Automatic Verification of Linear Controller Software

Conference · October 4, 2015 Featured Publication We consider the problem of verification of software implementations of linear time-invariant controllers. Commonly, different implementations use different representations of the controller’s state, for example due to optimizations in a third-party code ge ... Full text Open Access Cite

Robust Estimation Using Context-Aware Filtering

Conference · September 1, 2015 Featured Publication This paper presents the context-aware filter, an estimation technique that incorporates context measurements, in addition to the regular continuous measurements. Context measurements provide binary information about the system's context which is not ... Open Access Cite

Diagnosis of irregularities in the robotized part mating process based on contextual recognition of contact states transitions

Journal article Assembly Automation · April 7, 2015 Featured Publication Purpose The purpose of this paper is to provide a method for the generation of information machines for part mating process diagnosis. Recognition of contact states between parts during robotized part mating represents a significant element of the system f ... Full text Cite

Recognition of Planar Segments in Point Cloud based on Wavelet Transform

Journal article IEEE Transactions on Industrial Informatics · April 2015 Featured Publication Full text Open Access Cite

Opportunistic Control Over Shared Wireless Channels

Journal article IEEE Transactions on Automatic Control · March 2015 Featured Publication Full text Open Access Cite

Design methodologies for securing cyber-physical systems.

Conference Proceedings of the 10th International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS) · 2015 Featured Publication Full text Open Access Cite

Sensor attack detection in the presence of transient faults.

Conference Proceedings of the 6th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS) · 2015 Featured Publication Full text Cite

Closed-loop verification of medical devices with model abstraction and refinement

Journal article International Journal on Software Tools for Technology Transfer · April 1, 2014 Featured Publication The design and implementation of software for medical devices is challenging due to the closed-loop interaction with the patient, which is a stochastic physical environment. The safety-critical nature and the lack of existing industry standards for verific ... Full text Cite

Robustness of attack-resilient state estimators

Conference Cyber-Physical Systems (ICCPS), 2014 ACM/IEEE International Conference on · April 2014 Featured Publication The interaction between information technology and phys ical world makes Cyber-Physical Systems (CPS) vulnerable to malicious attacks beyond the standard cyber attacks. This has motivated the need for attack-resilient state estimation. Yet, the existing st ... Full text Open Access Cite

Opportunistic scheduling of control tasks over shared wireless channels

Conference Cyber-Physical Systems (ICCPS), 2014 ACM/IEEE International Conference on · April 2014 Featured Publication We consider a wireless networked control system with multiple loops closing over a shared wireless medium. To avoid interferences a centralized scheduler decides which control task accesses the channel at each time step, opportunistically based on the rand ... Full text Cite

Attack-resilient sensor fusion

Conference Design, Automation and Test in Europe Conference and Exhibition (DATE), 2014 · March 2014 Featured Publication This work considers the problem of attack-resilient sensor fusion in an autonomous system where multiple sensors measure the same physical variable. A malicious attacker may corrupt a subset of these sensors and send wrong measurements to the controller on ... Full text Cite

Safety-critical medical device development using the UPP2SF model translation tool

Journal article Transactions on Embedded Computing Systems · January 1, 2014 Featured Publication Software-based control of life-critical embedded systems has become increasingly complex, and to a large extent has come to determine the safety of the human being. For example, implantable cardiac pacemakers have over 80,000 lines of code which are respon ... Full text Open Access Cite

Stabilizability over deterministic relay networks

Conference Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on · December 2013 Featured Publication We consider the problem of linear system stabilization using a set of decentralized controllers that communicate with the plant’s sensors over a network that employs linear network coding. Our analysis is built upon an existing algebraic description of det ... Full text Cite

Topological conditions for in-network stabilization of dynamical systems

Journal article IEEE Journal on Selected Areas in Communications · April 4, 2013 Featured Publication We study the problem of stabilizing a linear system over a wireless network using a simple in-network computation method. Specifically, we study an architecture called the Wireless Control Network (WCN), where each wireless node maintains a state, and peri ... Full text Open Access Cite

Robust architectures for embedded wireless network control and actuation

Journal article Transactions on Embedded Computing Systems · December 1, 2012 Featured Publication Networked cyber-physical systems are fundamentally constrained by the tight coupling and closed-loop control of physical processes. To address actuation in such closed-loop wireless control systems there is a strong need to rethink the communication archit ... Full text Cite

Model-Driven Safety Analysis of Closed-Loop Medical Systems.

Journal article IEEE transactions on industrial informatics · October 2012 Featured Publication In modern hospitals, patients are treated using a wide array of medical devices that are increasingly interacting with each other over the network, thus offering a perfect example of a cyber-physical system. We study the safety of a medical device system f ... Full text Open Access Cite

From Verification to Implementation: A Model Translation Tool and a Pacemaker Case Study

Conference Real-Time and Embedded Technology and Applications Symposium (RTAS), 2012 IEEE 18th · April 2012 Featured Publication Model-Driven Design (MDD) of cyber-physical systems advocates for design procedures that start with formal modeling of the real-time system, followed by the model’s verification at an early stage. The verified model must then be translated to a more detail ... Full text Cite

Cyber-Physical Modeling of Implantable Cardiac Medical Devices

Journal article Proceedings of the IEEE · January 2012 Featured Publication Full text Cite

Closing the Loop: A Simple Distributed Method for Control over Wireless Networks

Conference Proceedings of the 11th International Conference on Information Processing in Sensor Networks · 2012 Featured Publication Full text Cite

Modeling and Verification of a Dual Chamber Implantable Pacemaker

Conference Proceedings of the 18th International Conference on Tools and Algorithms for the Construction and Analysis of Systems · 2012 Featured Publication Full text Cite

The wireless control network: A new approach for control over networks

Journal article IEEE Transactions on Automatic Control · October 1, 2011 Featured Publication We present a method to stabilize a plant with a network of resource constrained wireless nodes. As opposed to traditional networked control schemes where the nodes simply route information to and from a dedicated controller (perhaps performing some encodin ... Full text Open Access Cite

Attack-Resilient Sensor Fusion for Safety-Critical Cyber-Physical Systems

Journal article ACM Transactions on Embedded Computing Systems Featured Publication Open Access Cite

Attack-Resilient State Estimation in the Presence of Noise

Conference Featured Publication We consider the problem of attack-resilient state estimation in the presence of noise. We focus on the most general model for sensor attacks where {any} signal can be injected via the compromised sensors. An $l_0$-based state estimator that can be formulat ... Open Access Cite