4.7 Article

Energy-Efficient Time-Triggered Communication Policies for Wireless Networked Control Systems

Journal

IEEE TRANSACTIONS ON AUTOMATIC CONTROL
Volume 65, Issue 10, Pages 4324-4331

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TAC.2019.2953816

Keywords

Wireless networks; Wireless sensor networks; Stochastic processes; Networked control systems; Capacitive sensors; Energy-efficient communication; networked control systems; stochastic systems

Funding

  1. ANR [HANDY ANR-18-CE40-0010]
  2. Sao Paulo Research Foundation [FAPESP-2017/06358-5]
  3. CEFIPRA [6001-A]

Ask authors/readers for more resources

Energy-efficient communication protocols have become an important topic over the past two decades due to environmental issues, increased monetary costs of energy consumption, and limited battery capacities of sensors and mobile devices. In this context, we present a novel approach to design energy-efficient time-triggered communication policies for wireless networked control systems, while ensuring a given control performance. We consider a plant, modeled as a deterministic discrete-time linear system, which is controlled through a wireless network by an output-feedback law. We proceed by emulation, i.e., we construct the controller to stabilize the origin of the plant while ignoring communication constraints. Next, the wireless network is taken into account and we assume that the probability of packet drops depends on the transmission signal power. We introduce the notion of stochastic allowable transmission interval (SATI) to characterize stabilizing time-triggered transmission policies. We then explain how to minimize the average energy expenditure of the transmitting devices while satisfying the SATI constraints, thus ensuring the control requirements. Simulations results are provided to illustrate the tradeoff between the communication and the control costs.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Automation & Control Systems

Robust static output feedback control for hidden Markov jump linear systems

A. M. de Oliveira, O. L. Costa, G. W. Gabriel

Summary: This paper studies the robust static output feedback control of discrete-time Markov jump systems where the mode of operation cannot be directly measured. By using linear matrix inequalities, the paper guarantees robust stability and provides an upper bound on the H-2 norm of the closed-loop system. Additionally, the design technique is linked to the bounded real lemma and can be extended to cover the robust polytopic case.

INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE (2022)

Article Engineering, Electrical & Electronic

Relay-Assisted Platooning in Wireless Networks: A Joint Communication and Control Approach

Tiago Rocha Goncalves, Vineeth Satheeskumar Varma, Salah Eddine Elayoubi

Summary: This paper studies the joint design of the mobile communication system and control scheme for vehicle platooning applications. The research advocates for a bi-directional interaction between the application and communication network, and proposes a cross-layer approach to adapt the application layer to the observed MAC layer performance. Simulation results demonstrate the benefits of the proposed relaying scheme and the importance of a joint design for enabling industrial applications in future networks.

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2023)

Editorial Material Automation & Control Systems

Jamal Daafouz [People in Control]

Jamal Daafouz

Summary: How did your education and early career contribute to your initial and continued interest in the field of control?

IEEE CONTROL SYSTEMS MAGAZINE (2023)

Article Automation & Control Systems

Transmission Power Policies for Energy-Efficient Wireless Control of Nonlinear Systems

Vineeth Satheeskumar Varma, Romain Postoyan, Daniel E. Quevedo, Irinel-Constantin Morarescu

Summary: This paper proposes an emulation-based controller and transmission policy design procedure for nonlinear wireless networked control systems. The objective is to ensure system stability and given control performance while minimizing communication power. The controller is designed by ignoring the network, and threshold policies are used for transmission power. Two power control laws are investigated: constant power and power level inversely proportional to channel gain. The paper explains how to select waiting time, channel threshold, and power level to minimize communication power and achieve desired control objectives.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2023)

Article Automation & Control Systems

Event-Triggered Fixed-Time Stabilization of Two Time Scales Linear Systems

Yan Lei, Yan-Wu Wang, Irinel-Constantin Morarescu, Romain Postoyan

Summary: This article investigates the fixed-time stabilization of uncertain linear time-invariant systems exhibiting two time scales using a state-feedback event-triggered controller. The authors propose an event-triggered strategy with two independent sampling mechanisms to ensure the fixed-time stability property. The effectiveness of the results is illustrated through a numerical example.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2023)

Article Engineering, Electrical & Electronic

Semi-Global Bounded Output Regulation of Linear Two-Time-Scale Systems With Input Saturation

Yan Lei, Yan-Wu Wang, Xiao-Kang Liu, Irinel-Constantin Morarescu

Summary: In this work, a state feedback output regulation method is proposed based on a classical stabilizing composite state feedback controller. The method of asymptotic power series expansion is applied to provide an approximate solution to the regulator equation. A time-continuous state feedback controller is designed by combining the Chang transformation approach and the low-gain feedback technique, resulting in a semi-global bounded output regulation. Additionally, dynamic and observer-based event-triggered control schemes are proposed to reduce control updates and cater to the practical scenario of unavailable system state information.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS (2023)

Article Automation & Control Systems

Mixed Reduced-Order Filtering for Discrete-Time Markov Jump Linear Systems With Partial Information on the Jump Parameter

Andre M. de Oliveira, Sergio R. Barros dos Santos, Oswaldo L. V. Costa

Summary: This article discusses H-2, H-8, and mixed H2/H-8 reduced-order filters for discrete-time Markov jump linear systems under partial observation of the jump parameter. Sufficient synthesis conditions are provided for filter design based on linear matrix inequalities. The article concludes with an example in networked control systems, studying the effects of reducing the filter order on estimation performance.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2023)

Article Automation & Control Systems

A Stackelberg Viral Marketing Design for Two Competing Players

O. Lindamulage De Silva, V. S. Varma, M. Cao, I. -C. Morarescu, S. Lasaulce

Summary: This paper considers a Stackelberg duopoly model in which two firms compete to maximize their market share. The firms offer a service/product to customers in different geographical regions. Each region has unique characteristics of service propagation. The spreading rate can be controlled and is influenced by the firm's investment. The paper aims to characterize the advertising budget allocation strategy for each firm in order to maximize its market share. A Stackelberg game model is proposed to capture the main effects of competition. The strong/weak Stackelberg equilibria of the game and the associated budget allocation strategy are provided. The conditions under which the solution of the game is the winner takes all are established, and numerical results are presented.

IEEE CONTROL SYSTEMS LETTERS (2023)

Article Automation & Control Systems

Near-Optimal Control of Nonlinear Systems With Hybrid Inputs and Dwell-Time Constraints

Ioana Lal, Irinel-Constantin Morarescu, Jamal Daafouz, Lucian Busoniu

Summary: We propose two new optimistic planning algorithms for nonlinear hybrid-input systems with dwell-time constraints. The algorithms select input sequences for refinement and maintain the discrete mode constant until the required dwell-time is reached. The convergence rate guarantees provided depend on a novel complexity measure of the dwell-time constrained problem and have been validated through simulation results for an adaptive-quantization networked control system and a COVID pandemic model.

IEEE CONTROL SYSTEMS LETTERS (2023)

Article Automation & Control Systems

Event-Triggered Transmission Policies for Nonlinear Control Systems Over Erasure Channels

Vineeth S. Varma, Romain Postoyan, Daniel E. Quevedo, Irinel-Constantin Morarescu

Summary: In this study, we investigate the communication between a controller and a nonlinear plant through a wireless erasure channel. We propose an event-based control strategy that stabilizes the plant while sporadically using the unreliable wireless network. Stability is ensured in a stochastic sense due to the possibility of packet loss. We compare the event-based policy with a baseline policy based on age of information and show how to design an event-based policy that achieves the same control performance with lower channel utilization.

IEEE CONTROL SYSTEMS LETTERS (2023)

Article Automation & Control Systems

Robust Sampled-Data Fault Detection Filtering Through Differential Linear Matrix Inequalities

Henrique W. R. Pereira, Andre M. de Oliveira, Gabriela W. Gabriel, Jose C. Geromel

Summary: This letter aims to design optimal and robust H-infinity fault detection filters for linear sampled-data systems. Convex design conditions are derived in terms of differential linear matrix inequalities (DLMIs) for optimal, time-varying, H-infinity fault detection filters. The results are specialized to recast the optimal filter structure into a time-invariant, internal model-based, observer formulation. Furthermore, the robust case is also tackled, where the plant is uncertain. An illustrative example is presented to demonstrate the effectiveness of the results compared to those available in the literature.

IEEE CONTROL SYSTEMS LETTERS (2023)

No Data Available