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20122022
most citedNomographic Functions: Efficient Computation in Clustered Gaussian Sensor Networks

120 citations · 137 across the 6 of their papers we have counts for

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5 papers · 1 filter

cs.IT2017

Upper and Lower Bounds on the Capacity of Amplitude-Constrained MIMO Channels

Alex Dytso, Mario Goldenbaum, Shlomo Shamai +1

In this work, novel upper and lower bounds for the capacity of channels with arbitrary constraints on the support of the channel input symbols are derived. As an immediate practica…

cs.IT2016★ 13 cited

On Secure Computation Over the Binary Modulo-2 Adder Multiple-Access Wiretap Channel

Mario Goldenbaum, Holger Boche, H. Vincent Poor

In this paper, the problem of securely computing a function over the binary modulo-2 adder multiple-access wiretap channel is considered. The problem involves a legitimate receiver…

cs.IT2015

Energy-Efficient Classification for Anomaly Detection: The Wireless Channel as a Helper

Kiril Ralinovski, Mario Goldenbaum, Sławomir Stańczak

Anomaly detection has various applications including condition monitoring and fault diagnosis. The objective is to sense the environment, learn the normal system state, and then pe…

cs.IT2013★ 120 cited

Nomographic Functions: Efficient Computation in Clustered Gaussian Sensor Networks

Mario Goldenbaum, Holger Boche, Sławomir Stańczak

In this paper, a clustered wireless sensor network is considered that is modeled as a set of coupled Gaussian multiple-access channels. The objective of the network is not to recon…

cs.IT2012★ 1 cited

Robust Analog Function Computation via Wireless Multiple-Access Channels

Mario Goldenbaum, Sławomir Stańczak

Various wireless sensor network applications involve the computation of a pre-defined function of the measurements without the need for reconstructing each individual sensor readin…