Resource allocation method using tug-of-war-based synchronization

التفاصيل البيبلوغرافية
العنوان: Resource allocation method using tug-of-war-based synchronization
المؤلفون: Kim, Song-Ju, Yasuda, Hiroyuki, Kitagawa, Ryoma, Hasegawa, Mikio
سنة النشر: 2021
المجموعة: Computer Science
Nonlinear Sciences
مصطلحات موضوعية: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Machine Learning, Nonlinear Sciences - Adaptation and Self-Organizing Systems
الوصف: We propose a simple channel-allocation method based on tug-of-war (TOW) dynamics, combined with the time scheduling based on nonlinear oscillator synchronization to efficiently use of the space (channel) and time resources in wireless communications. This study demonstrates that synchronization groups, where each node selects a different channel, are non-uniformly distributed in phase space such that every distance between groups is larger than the area of influence. New type of self-organized spatiotemporal patterns can be formed for resource allocation according to channel rewards.
Comment: 5 pages, 2 figures
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2108.11979
رقم الأكسشن: edsarx.2108.11979
قاعدة البيانات: arXiv