Pointwise-Sparse Actuator Scheduling for Linear Systems with Controllability Guarantee

التفاصيل البيبلوغرافية
العنوان: Pointwise-Sparse Actuator Scheduling for Linear Systems with Controllability Guarantee
المؤلفون: Ballotta, Luca, Joseph, Geethu, Thete, Irawati Rahul
سنة النشر: 2024
المجموعة: Computer Science
Mathematics
مصطلحات موضوعية: Mathematics - Optimization and Control, Electrical Engineering and Systems Science - Systems and Control, 93B51 (Primary) 93B05, 93C35, 93C55 (Secondary)
الوصف: In this paper, we address optimal scheduling of control inputs given a hard constraint on the number of input channels active at any time. For a sparsely controllable system, we characterize the sparse actuator schedules that make the system controllable, and then devise a greedy selection algorithm that guarantees controllability while heuristically providing low control effort. We further show how to enhance our greedy algorithm via Markov chain Monte Carlo-based optimization.
Comment: 7 pages, 1 figure. This work has been submitted to IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2407.12125
رقم الأكسشن: edsarx.2407.12125
قاعدة البيانات: arXiv