59 citations · 268 across the 22 of their papers we have counts for
3 papers · 1 filter
Binary Spatial Random Field Reconstruction from Non-Gaussian Inhomogeneous Time-series Observations
Shunan Sheng, Qikun Xiang, Ido Nevat +1
We develop a new model for spatial random field reconstruction of a binary-valued spatial phenomenon. In our model, sensors are deployed in a wireless sensor network across a large…
Bayesian Spatial Field Reconstruction with Unknown Distortions in Sensor Networks
Qikun Xiang, Ido Nevat, Gareth W. Peters
Spatial regression of random fields based on potentially biased sensing information is proposed in this paper. One major concern in such applications is that since it is not known…
Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks with Stochastic Energy Harvesting
Pengfei Zhang, Ido Nevat, Gareth W. Peters +2
We address the two fundamental problems of spatial field reconstruction and sensor selection in het- erogeneous sensor networks. We consider the case where two types of sensors are…