Journal Article Periodic Model Predictive Control of Multi-Hop Control Networks

Satoh, Dai  ,  Kobayashi, Koichi  ,  Yamashita, Yuh

E100 ( 2 )  , pp.406 - 413 , 2017-02 , 電子情報通信学会(The Institute of Electronics, Information and Communication Engineers / IEICE)
ISSN:1745-1337
Description
In this paper, a new method of model predictive control (MPC) for a multi-hop control network (MHCN) is proposed. An MHCN is a control system in which plants and controllers are connected through a multi-hop wireless network. In the proposed method, (i) control inputs and (ii) paths used in transmission of control inputs are computed with constant period by solving the finite-time optimal control problem. First, a mathematical model for expressing an MHCN is proposed. This model is given by a switched linear system, and is compatible with MPC. Next, the finite-time optimal control problem using this model is formulated, and is reduced to a mixed integer quadratic programming problem. Finally, a numerical example is presented to show the effectiveness of the proposed method.
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http://eprints.lib.hokudai.ac.jp/dspace/bitstream/2115/65210/1/Periodic%20model%20predictive%20control%20of%20multi-hop%20control%20networks.pdf

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