28 citations · 28 across the 6 of their papers we have counts for
3 papers · 1 filter
Goal-Oriented Status Updating for Real-time Remote Inference over Networks with Two-Way Delay
Cagri Ari, Md Kamran Chowdhury Shisher, Yin Sun +1
We study a setting where an intelligent model (e.g., a pre-trained neural network) infers the real-time value of a target signal using data samples transmitted from a remote source…
Timely Communications for Remote Inference
Md Kamran Chowdhury Shisher, Yin Sun, I-Hong Hou
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 veh…
On the Monotonicity of Information Aging
MD Kamran Chowdhury Shisher, Yin Sun
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…