Zobrazeno 1 - 10
of 1 994
pro vyhledávání: '"Sun, Yin"'
We design a goal-oriented communication strategy for remote inference, where an intelligent model (e.g., a pre-trained neural network) at the receiver side predicts the real-time value of a target signal based on data packets transmitted from a remot
Externí odkaz:
http://arxiv.org/abs/2410.08706
In this paper, we analyze the impact of data freshness on remote inference systems, where a pre-trained neural network blue infers a time-varying target (e.g., the locations of vehicles and pedestrians) based on features (e.g., video frames) observed
Externí odkaz:
http://arxiv.org/abs/2404.16281
Autor:
Shisher, MD Kamran Chowdhury, Sun, Yin
In this paper, we analyze the monotonicity of information aging in a remote estimation system, where historical observations of a Gaussian autoregressive AR(p) process are used to predict its future values. We consider two widely used loss functions
Externí odkaz:
http://arxiv.org/abs/2403.03380
We consider a discrete-time system where a resource-constrained source (e.g., a small sensor) transmits its time-sensitive data to a destination over a time-varying wireless channel. Each transmission incurs a fixed transmission cost (e.g., energy co
Externí odkaz:
http://arxiv.org/abs/2403.02573
This paper considers the change point detection problem under dependent samples. In particular, we provide performance guarantees for the MMD-CUSUM test under exponentially $\alpha$, $\beta$, and fast $\phi$-mixing processes, which significantly expa
Externí odkaz:
http://arxiv.org/abs/2312.09197
Autor:
Zhao, Fangzhou, Zhu, Tianhua, Harnefors, Lennart, Fan, Bo, Wu, Heng, Zhou, Zichao, Sun, Yin, Wang, Xiongfei
This paper derives closed-form solutions for grid-forming converters with power synchronization control (PSC) by subtly simplifying and factorizing the complex closed-loop models. The solutions can offer clear analytical insights into control-loop in
Externí odkaz:
http://arxiv.org/abs/2312.01785
We study the design of a goal-oriented sampling and scheduling strategy through a channel with highly variable two-way random delay, which can exhibit memory (e.g., Delay and Disruption Tolerant Networks). The objective of the communication is to opt
Externí odkaz:
http://arxiv.org/abs/2311.11143
In this paper, we study a sampling problem where a source takes samples from a Wiener process and transmits them through a wireless channel to a remote estimator. Due to channel fading, interference, and potential collisions, the packet transmissions
Externí odkaz:
http://arxiv.org/abs/2310.11037
In this study, we investigate a context-aware status updating system consisting of multiple sensor-estimator pairs. A centralized monitor pulls status updates from multiple sensors that are monitoring several safety-critical situations (e.g., carbon
Externí odkaz:
http://arxiv.org/abs/2310.06224
This paper studies Hoeffding's inequality for Markov chains under the generalized concentrability condition defined via integral probability metric (IPM). The generalized concentrability condition establishes a framework that interpolates and extends
Externí odkaz:
http://arxiv.org/abs/2310.02941