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Wei, Jieqiang
Publikationer (10 of 11) Visa alla publikationer
Wei, J., Fridman, E. & Johansson, K. H. (2019). A PDE approach to deployment of mobile agents under leader relative position measurements. Automatica, 106, 47-53
Öppna denna publikation i ny flik eller fönster >>A PDE approach to deployment of mobile agents under leader relative position measurements
2019 (Engelska)Ingår i: Automatica, ISSN 0005-1098, E-ISSN 1873-2836, Vol. 106, s. 47-53Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

We study the deployment of a first-order multi-agent system over a desired smooth curve in 2D or 3D space. We assume that the agents have access to the local information of the desired curve and their relative positions with respect to their closest neighbors, whereas in addition a leader is able to measure his relative position with respect to the desired curve. For the case of an open C-2 curve, we consider two boundary leaders that use boundary instantaneous static output-feedback controllers. For the case of a closed C-2 curve we assume that the leader transmits his measurement to other agents through a communication network. The resulting closed-loop system is modeled as a heat equation with a delayed (due to the communication) boundary state, where the state is the relative position of the agents with respect to the desired curve. By choosing appropriate controller gains (the diffusion coefficient and the gain multiplying the leader state), we can achieve any desired decay rate provided the delay is small enough. The advantage of our approach is in the simplicity of the control law and the conditions. Numerical example illustrates the efficiency of the method.

Ort, förlag, år, upplaga, sidor
PERGAMON-ELSEVIER SCIENCE LTD, 2019
Nyckelord
Distributed parameters systems, Multi-agent systems, Time delays, Deployment
Nationell ämneskategori
Reglerteknik
Identifikatorer
urn:nbn:se:kth:diva-255403 (URN)10.1016/j.automatica.2019.04.040 (DOI)000473380000006 ()2-s2.0-85065528878 (Scopus ID)
Anmärkning

QC 20190814

Tillgänglig från: 2019-08-14 Skapad: 2019-08-14 Senast uppdaterad: 2019-08-14Bibliografiskt granskad
Wei, J., Fridman, E., Selivanov, A. & Johansson, K. H. (2019). Multi-agent deployment under the leader displacement measurement: a PDE-based approach. In: 2019 18TH EUROPEAN CONTROL CONFERENCE (ECC): . Paper presented at 18th European Control Conference (ECC), Naples, ITALY, JUN 25-28, 2019 (pp. 2424-2429). IEEE
Öppna denna publikation i ny flik eller fönster >>Multi-agent deployment under the leader displacement measurement: a PDE-based approach
2019 (Engelska)Ingår i: 2019 18TH EUROPEAN CONTROL CONFERENCE (ECC), IEEE , 2019, s. 2424-2429Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

We study the deployment of a first-order multi-agent system over a desired smooth curve in 3D space. We assume that the agents have access to the local information of the desired curve and their displacements with respect to their closest neighbors, whereas in addition a leader is able to measure his absolute displacement with respect to the desired curve. In this paper we consider the case that the desired curve is a closed C-2 curve and we assume that the leader transmit his measurement to other agents through a communication network. We start the algorithm with displacement-based formation control protocol. Connections from this ODE model to a PDE model (heat equation), which can be seen as a reduced model, are then established. The resulting closed-loop system is modeled as a heat equation with delay (due to the communication). The boundary condition is periodic since the desired curve is closed. By choosing appropriate controller gains (the diffusion coefficient and the gain multiplying the leader state), we can achieve any desired decay rate provided the delay is small enough. The advantage of our approach is in the simplicity of the control law and the conditions. Numerical example illustrates the efficiency of the method.

Ort, förlag, år, upplaga, sidor
IEEE, 2019
Nyckelord
Distributed parameters systems, Lyapunov method, Time delays, Multi-agent systems, Deployment
Nationell ämneskategori
Reglerteknik
Identifikatorer
urn:nbn:se:kth:diva-263399 (URN)10.23919/ECC.2019.8796132 (DOI)000490488302073 ()2-s2.0-85065516693 (Scopus ID)
Konferens
18th European Control Conference (ECC), Naples, ITALY, JUN 25-28, 2019
Anmärkning

QC 20191112

Tillgänglig från: 2019-11-12 Skapad: 2019-11-12 Senast uppdaterad: 2019-11-12Bibliografiskt granskad
Wei, J., Yi, X., Sandberg, H. & Johansson, K. H. (2019). Nonlinear Consensus Protocols With Applications to Quantized Communication and Actuation. IEEE Transactions on Big Data, 6(2), 598-608
Öppna denna publikation i ny flik eller fönster >>Nonlinear Consensus Protocols With Applications to Quantized Communication and Actuation
2019 (Engelska)Ingår i: IEEE Transactions on Big Data, ISSN 2325-5870, E-ISSN 2168-6750, Vol. 6, nr 2, s. 598-608Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Nonlinearities are present in all real applications. Two types of general nonlinear consensus protocols are considered in this paper, namely, the systems with nonlinear communication and actuator constraints. The solutions of the systems are understood in the sense of Filippov to handle the possible discontinuity of the controllers. For each case, we prove the asymptotic stability of the systems with minimal assumptions on the nonlinearity, for both directed and undirected graphs. These results extend the literature to more general nonlinear dynamics and topologies. As applications of established theorems, we interpret the results on quantized consensus protocols.

Ort, förlag, år, upplaga, sidor
Institute of Electrical and Electronics Engineers (IEEE), 2019
Nyckelord
Networks of autonomous agents, nonlinear systems, nonsmooth analysis, stability
Nationell ämneskategori
Reglerteknik
Identifikatorer
urn:nbn:se:kth:diva-254088 (URN)10.1109/TCNS.2018.2860461 (DOI)000469874200012 ()2-s2.0-85050615718 (Scopus ID)
Anmärkning

QC 20190625

Tillgänglig från: 2019-06-25 Skapad: 2019-06-25 Senast uppdaterad: 2019-06-25Bibliografiskt granskad
Wei, J., Nekouei, E., Wu, J., Cvetkovic, V. D. & Johansson, K. H. (2019). Steady-state analysis of a human-social behavior model: A neural-cognition perspective. In: Proceedings of the American Control Conference: . Paper presented at 2019 American Control Conference, ACC 2019; Philadelphia; United States; 10 July 2019 through 12 July 2019 (pp. 199-204). Institute of Electrical and Electronics Engineers (IEEE), Article ID 8814786.
Öppna denna publikation i ny flik eller fönster >>Steady-state analysis of a human-social behavior model: A neural-cognition perspective
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2019 (Engelska)Ingår i: Proceedings of the American Control Conference, Institute of Electrical and Electronics Engineers (IEEE), 2019, s. 199-204, artikel-id 8814786Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

We consider an extension of the Rescorla-Wagner model which bridges the gap between conditioning and learning on a neural-cognitive, individual psychological level, and the social population level. In this model, the interaction among individuals is captured by a Markov process. The resulting human-social behavior model is a recurrent iterated function system which behaves differently from the classical Rescorla-Wagner model due to randomness. A sufficient condition for the convergence of the forward process starting with arbitrary initial distribution is provided. Furthermore, the ergodicity properties of the internal states of agents in the proposed model are studied.

Ort, förlag, år, upplaga, sidor
Institute of Electrical and Electronics Engineers (IEEE), 2019
Serie
Proceedings of the American Control Conference, ISSN 0743-1619
Nyckelord
Decision making, Markovian jump system, Neural cognition, Social networks, Stochastic process
Nationell ämneskategori
Reglerteknik
Identifikatorer
urn:nbn:se:kth:diva-262590 (URN)2-s2.0-85072299741 (Scopus ID)9781538679265 (ISBN)
Konferens
2019 American Control Conference, ACC 2019; Philadelphia; United States; 10 July 2019 through 12 July 2019
Anmärkning

QC 20191022

Tillgänglig från: 2019-10-22 Skapad: 2019-10-22 Senast uppdaterad: 2019-10-22Bibliografiskt granskad
Wei, J., Verginis, C., Wu, J., Dimarogonas, D. V., Sandberg, H. & Johansson, K. H. (2018). Asymptotic and finite-time almost global attitude tracking: Representations free approach. In: 2018 European Control Conference, ECC 2018: . Paper presented at 16th European Control Conference, ECC 2018, Limassol, Cyprus, 12 June 2018 through 15 June 201816th European Control Conference, ECC 2018, Limassol, Cyprus, 12 June 2018 through 15 June 2018 (pp. 3126-3131). Institute of Electrical and Electronics Engineers (IEEE), Article ID 8550190.
Öppna denna publikation i ny flik eller fönster >>Asymptotic and finite-time almost global attitude tracking: Representations free approach
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2018 (Engelska)Ingår i: 2018 European Control Conference, ECC 2018, Institute of Electrical and Electronics Engineers (IEEE), 2018, s. 3126-3131, artikel-id 8550190Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

In this paper, the attitude tracking problem is considered using the rotation matrices. Due to the inherent topological restriction, it is impossible to achieve global attractivity with any continuous attitude control system on SO(3). Hence in this work, we propose some control protocols achieving almost global tracking asymptotically and in finite time, respectively. In these protocols, no world frame is needed and only relative state information are requested. For finitetime tracking case, Filippov solutions and non-smooth analysis techniques are adopted to handle the discontinuities. Simulation examples are provided to verify the performances of the control protocols designed in this paper.

Ort, förlag, år, upplaga, sidor
Institute of Electrical and Electronics Engineers (IEEE), 2018
Nyckelord
Agents and autonomous systems, Attitude tracking, Nonlinear systems
Nationell ämneskategori
Reglerteknik
Identifikatorer
urn:nbn:se:kth:diva-241405 (URN)10.23919/ECC.2018.8550190 (DOI)2-s2.0-85059823976 (Scopus ID)9783952426982 (ISBN)
Konferens
16th European Control Conference, ECC 2018, Limassol, Cyprus, 12 June 2018 through 15 June 201816th European Control Conference, ECC 2018, Limassol, Cyprus, 12 June 2018 through 15 June 2018
Anmärkning

QC 20190121

Tillgänglig från: 2019-01-21 Skapad: 2019-01-21 Senast uppdaterad: 2019-11-14Bibliografiskt granskad
Wei, J., Zhang, S., Adaldo, A., Johan, T., Hu, X. & Johansson, K. H. (2018). Finite-time attitude synchronization with distributed discontinuous protocols. IEEE Transactions on Automatic Control, 63(10), 3608-3615
Öppna denna publikation i ny flik eller fönster >>Finite-time attitude synchronization with distributed discontinuous protocols
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2018 (Engelska)Ingår i: IEEE Transactions on Automatic Control, ISSN 0018-9286, E-ISSN 1558-2523, Vol. 63, nr 10, s. 3608-3615Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

The finite-time attitude synchronization problem is considered in this paper, where the rotation of each rigid body is expressed using the axis-angle representation. Two discontinuous and distributed controllers using the vectorized signum function are proposed, which guarantee almost global and local convergence, respectively. Filippov solutions and non-smooth analysis techniques are adopted to handle the discontinuities. Sufficient conditions are provided to guarantee finite-time convergence and boundedness of the solutions. Simulation examples are provided to verify the performances of the control protocols designed in this paper.

Ort, förlag, år, upplaga, sidor
Institute of Electrical and Electronics Engineers (IEEE), 2018
Nationell ämneskategori
Reglerteknik
Identifikatorer
urn:nbn:se:kth:diva-227718 (URN)10.1109/TAC.2018.2797179 (DOI)000446331200043 ()2-s2.0-85040999383 (Scopus ID)
Forskningsfinansiär
VetenskapsrådetKnut och Alice Wallenbergs StiftelseStiftelsen för strategisk forskning (SSF)
Anmärkning

QC 20180523

Tillgänglig från: 2018-05-11 Skapad: 2018-05-11 Senast uppdaterad: 2018-10-30Bibliografiskt granskad
Johansson, A., Wei, J., Sandberg, H., Johansson, K. H. & Chen, J. (2018). Optimization of the H∞-norm of Dynamic Flow Networks. In: 2018 Annual American Control Conference (ACC): . Paper presented at 2018 Annual American Control Conference, ACC 2018, Wisconsin Center / Hilton Milwauke City Center, Milwauke, United States, 27 June 2018 through 29 June 2018 (pp. 1280-1285). Institute of Electrical and Electronics Engineers (IEEE)
Öppna denna publikation i ny flik eller fönster >>Optimization of the H∞-norm of Dynamic Flow Networks
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2018 (Engelska)Ingår i: 2018 Annual American Control Conference (ACC), Institute of Electrical and Electronics Engineers (IEEE), 2018, s. 1280-1285Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

In this paper, we study the H∞-norm of linear systems over graphs, which is used to model distribution networks. In particular, we aim to minimize the H∞-norm subject to allocation of the weights on the edges. The optimization problem is formulated with LMI (Linear-Matrix-Inequality) constraints. For distribution networks with one port, i.e., SISO systems, we show that the H∞-norm coincides with the effective resistance between the nodes in the port. Moreover, we derive an upper bound of the H∞-norm, which is in terms of the algebraic connectivity of the graph on which the distribution network is defined.

Ort, förlag, år, upplaga, sidor
Institute of Electrical and Electronics Engineers (IEEE), 2018
Serie
Proceedings of the American Control Conference, ISSN 0743-1619
Nationell ämneskategori
Reglerteknik
Identifikatorer
urn:nbn:se:kth:diva-234711 (URN)10.23919/ACC.2018.8431398 (DOI)2-s2.0-85052568554 (Scopus ID)9781538654286 (ISBN)
Konferens
2018 Annual American Control Conference, ACC 2018, Wisconsin Center / Hilton Milwauke City Center, Milwauke, United States, 27 June 2018 through 29 June 2018
Anmärkning

QC 20180910

Tillgänglig från: 2018-09-10 Skapad: 2018-09-10 Senast uppdaterad: 2018-09-10Bibliografiskt granskad
Zhang, H., Wei, J., Yi, P. & Hu, X. (2018). Projected primal-dual gradient flow of augmented Lagrangian with application to distributed maximization of the algebraic connectivity of a network. Automatica, 98, 34-41
Öppna denna publikation i ny flik eller fönster >>Projected primal-dual gradient flow of augmented Lagrangian with application to distributed maximization of the algebraic connectivity of a network
2018 (Engelska)Ingår i: Automatica, ISSN 0005-1098, E-ISSN 1873-2836, Vol. 98, s. 34-41Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

In this paper, a projected primal-dual gradient flow of augmented Lagrangian is presented to solve convex optimization problems that are not necessarily strictly convex. The optimization variables are restricted by a convex set with computable projection operation on its tangent cone as well as equality constraints. As a supplement of the analysis in Niederlander and Cortes (2016), we show that the projected dynamical system converges to one of the saddle points and hence finding an optimal solution. Moreover, the problem of distributedly maximizing the algebraic connectivity of an undirected network by optimizing the port gains of each nodes (base stations) is considered. The original semi-definite programming (SDP) problem is relaxed into a nonlinear programming (NP) problem that will be solved by the aforementioned projected dynamical system. Numerical examples show the convergence of the aforementioned algorithm to one of the optimal solutions. The effect of the relaxation is illustrated empirically with numerical examples. A methodology is presented so that the number of iterations needed to reach the equilibrium is suppressed. Complexity per iteration of the algorithm is illustrated with numerical examples.

Ort, förlag, år, upplaga, sidor
Elsevier, 2018
Nyckelord
Projected dynamical systems, Semi-definite programming, Distributed optimization
Nationell ämneskategori
Beräkningsmatematik
Identifikatorer
urn:nbn:se:kth:diva-239468 (URN)10.1016/j.automatica.2018.09.004 (DOI)000449310900005 ()2-s2.0-8505380717 (Scopus ID)
Anmärkning

QC 20181126

Tillgänglig från: 2018-11-26 Skapad: 2018-11-26 Senast uppdaterad: 2019-01-21Bibliografiskt granskad
Raghavan, A., Wei, J., Baras, J. S. & Johansson, K. H. (2018). Stochastic Control Formulation of The Car Overtake Problem. Paper presented at 15th International-Federation-of-Automatic-Control (IFAC) Symposium on Control in Transportation Systems (CTS), JUN 06-08, 2018, ITALY. IFAC PAPERSONLINE, 51(9), 124-129
Öppna denna publikation i ny flik eller fönster >>Stochastic Control Formulation of The Car Overtake Problem
2018 (Engelska)Ingår i: IFAC PAPERSONLINE, ISSN 2405-8963, Vol. 51, nr 9, s. 124-129Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

In this paper, we consider the classic car overtake problem. There are three cars, two moving along the same direction in the same lane while the third car moves in the direction opposite to that of the first two cars in the adjacent lane. The objective of the trailing car is to overtake the car in front of it avoiding collision with the other cars in the scenario. The information available to the trailing car is the relative position, relative velocities with respect to other cars and its position and past actions. The relative position and relative velocity information is corrupted by noise. Given this information, the car needs to make a decision as to whether it wants to overtake or not. We present a control algorithm for the car which minimizes the probability of collision with both the cars. We also present the results obtained by simulating the above scenario with the control algorithm. Through simulations, we study the effect of the variance of the measurement noise and the time at which the decision is made on the probability of collision.

Ort, förlag, år, upplaga, sidor
Elsevier, 2018
Nationell ämneskategori
Reglerteknik
Identifikatorer
urn:nbn:se:kth:diva-232928 (URN)10.1016/j.ifacol.2018.07.021 (DOI)000439162300022 ()2-s2.0-85050077324 (Scopus ID)
Konferens
15th International-Federation-of-Automatic-Control (IFAC) Symposium on Control in Transportation Systems (CTS), JUN 06-08, 2018, ITALY
Anmärkning

QC 20180807

Tillgänglig från: 2018-08-07 Skapad: 2018-08-07 Senast uppdaterad: 2018-08-07Bibliografiskt granskad
Wei, J., Zhang, S., Adaldo, A., Hu, X. & Johansson, K. H. (2017). Finite-time attitude synchronization with a discontinuous protocol. In: 13th IEEE International Conference on Control and Automation, ICCA 2017: . Paper presented at 13th IEEE International Conference on Control and Automation, ICCA 2017, Ohrid, Macedonia, 3 July 2017 through 6 July 2017 (pp. 192-197). IEEE Computer Society, Article ID 8003058.
Öppna denna publikation i ny flik eller fönster >>Finite-time attitude synchronization with a discontinuous protocol
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2017 (Engelska)Ingår i: 13th IEEE International Conference on Control and Automation, ICCA 2017, IEEE Computer Society, 2017, s. 192-197, artikel-id 8003058Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

A finite-time attitude synchronization problem is considered in this paper where the rotation of each rigid body is expressed using the axis-angle representation. One simple discontinuous and distributed controller using the vectorized signum function is proposed. This controller only involves the sign of the state differences of adjacent neighbors. In order to avoid the singularity introduced by the axis-angular representation, an extra constraint is added to the initial condition. It is proved that for some initial conditions, the control law achieves finite-time attitude synchronization. One simulated example is provided to verify the usage of the control protocol designed in this paper.

Ort, förlag, år, upplaga, sidor
IEEE Computer Society, 2017
Serie
IEEE International Conference on Control and Automation, ICCA, ISSN 1948-3449
Nationell ämneskategori
Reglerteknik
Identifikatorer
urn:nbn:se:kth:diva-223033 (URN)10.1109/ICCA.2017.8003058 (DOI)000427123500034 ()2-s2.0-85029908721 (Scopus ID)9781538626795 (ISBN)
Konferens
13th IEEE International Conference on Control and Automation, ICCA 2017, Ohrid, Macedonia, 3 July 2017 through 6 July 2017
Forskningsfinansiär
VetenskapsrådetStiftelsen för strategisk forskning (SSF)Knut och Alice Wallenbergs Stiftelse
Anmärkning

QC 20180215

Tillgänglig från: 2018-02-15 Skapad: 2018-02-15 Senast uppdaterad: 2018-04-03Bibliografiskt granskad
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