Abstract
This paper is concerned with the design and performance analysis of networked control systems with network-induced delay, packet disorder, and packet dropout. Based on the incremental form of the plant input-output model and an incremental error feedback control strategy, an incremental networked predictive control (INPC) scheme is proposed to actively compensate for the round-trip time delay resulting from the above communication constraints. The output tracking performance and closed-loop stability of the resulting INPC system are considered for two cases: 1) plant-model match case and 2) plant-model mismatch case. For the former case, the INPC system can achieve the same output tracking performance and closed-loop stability as those of the corresponding local control system. For the latter case, a sufficient condition for the stability of the closed-loop INPC system is derived using the switched system theory. Furthermore, for both cases, the INPC system can achieve a zero steady-state output tracking error for step commands. Finally, both numerical simulations and practical experiments on an Internet-based servo motor system illustrate the effectiveness of the proposed method.
Original language | English |
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Pages (from-to) | 1400-1410 |
Number of pages | 11 |
Journal | Ieee transactions on cybernetics |
Volume | 46 |
Issue number | 6 |
Early online date | 14 Jul 2015 |
DOIs | |
Publication status | Published - Jun 2016 |
Keywords
- Experiment
- networked control systems (NCSs)
- performance analysis
- predictive control
- round-trip time (RTT) delay
- stability analysis
- CONSTRAINED NONLINEAR-SYSTEMS
- TRACKING CONTROL
- STABILITY ANALYSIS
- TIME-DELAY
- IMPLEMENTATION
- CONSENSUS
- DROPOUTS