Mitigating quantization effects on distributed sensor fusion : a least squares approach

• المؤلفون الرئيسيون: Zhu, Shanying, Chen, Cailian, Xu, Jinming, Guan, Xinping, Xie, Lihua, Johansson, Karl Henrick
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; Distributed Sensor Fusion; Bandwidth-constrained Network
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/139413

In this paper, we consider the problem of sensor fusion over networks with asymmetric links, where the common goal is linear parameter estimation. For the scenario of bandwidth-constrained networks, existing literature shows that nonvanishing errors always occur, which depend on the quantization sch...