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- Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
- IEEE Transactions on Signal Processing
- 2015

We analyze a binary hypothesis testing problem built on a wireless sensor network (WSN) for detecting a stationary random process distributed both in space and time with a circularly-symmetric complex Gaussian distribution under the Neyman-Pearson (NP) framework. Using an analog scheme, the sensors transmit different linear combinations of their… (More)

- Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
- 2013 5th IEEE International Workshop on…
- 2013

In this paper, we analyze a binary hypothesis testing problem using a wireless sensor network (WSN). Using Large Deviation Theory (LDT), we compute the exponents of the error probabilities for the detection of a constant under a correlated process. Each sensor transmits its local measurement through a multiple-access (MAC) Rician fading channel with a… (More)

- Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza, Andres Altieri
- 2014 IEEE 8th Sensor Array and Multichannel…
- 2014

We analyze a binary hypothesis testing problem built on a wireless sensor network (WSN). Using Large Deviation Theory (LDT), we compute the probability error exponents of a distributed scheme for detecting a correlated circularly-symmetric complex Gaussian process under the Neyman-Pearson framework. Using an analog scheme, the sensors transmit scaled… (More)

- Juan Augusto Maya, Cecilia G. Galarza, Leonardo Rey Vega
- ArXiv
- 2015

—We consider the detection of a correlated random process immersed in noise in a wireless sensor network. Each node has an individual energy constraint and the communication with the processing central units are affected by the path loss propagation effect. Guided by energy efficiency concerns, we consider the partition of the whole network into clusters,… (More)

- Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
- ArXiv
- 2014

—We analyze a binary hypothesis testing problem built on a wireless sensor network (WSN) for detecting a stationary random process distributed both in space and time with circularly-symmetric complex Gaussian distribution under the Neyman-Pearson framework. Using an analog scheme, the sensors transmit different linear combinations of their measurements… (More)

- Juan Augusto Maya, Sheng Yang
- 2013 IEEE Wireless Communications and Networking…
- 2013

We consider a two-user interference channel in the context of a cellular network, where two base stations would like to communicate with their respective mobile stations. The goal of this work is to investigate the throughput gain with the use of an infrastructure relay installed at the cell border. We propose a scheme that features rate-splitting at the… (More)

- Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
- IEEE Signal Processing Letters
- 2017

In this letter, we use the Berry–Esseen theorem and the method of tilted distributions to derive a simple tight closed-form approximation for the tail probabilities of a sum of independent but not necessarily identically distributed random variables. We also provide lower and upper bounds. The expression can also be used for computing the cumulative… (More)

- Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
- IEEE Wireless Commun. Letters
- 2016

- Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
- ArXiv
- 2015

—In this letter, we analyze the problem of detecting spectrum holes in cognitive radio systems. We consider that a group of unlicensed users can sense the radio signal energy, perform some simple processing and transmit the result to a central entity, where the decision about the presence or not of licensed users is made. We show that the proposed… (More)

- Juan Augusto Maya, Cecilia G. Galarza
- Digital Signal Processing
- 2011

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