Multi-objective node deployment in WSNs: In search of an optimal trade-off among coverage, lifetime, energy consumption, and connectivity

S Sengupta, S Das, MD Nasir, BK Panigrahi - Engineering Applications of …, 2013 - Elsevier
The increased demand of Wireless Sensor Networks (WSNs) in different areas of application
have intensified studies dedicated to the deployment of sensor nodes in recent past. For …

An evolutionary multiobjective sleep-scheduling scheme for differentiated coverage in wireless sensor networks

S Sengupta, S Das, M Nasir… - … on Systems, Man …, 2012 - ieeexplore.ieee.org
We propose an online, multiobjective optimization (MO) algorithm to efficiently schedule the
nodes of a wireless sensor network (WSN) and to achieve maximum lifetime. Instead of …

A hybrid multiobjective evolutionary approach for improving the performance of wireless sensor networks

FVC Martins, EG Carrano, EF Wanner… - IEEE Sensors …, 2010 - ieeexplore.ieee.org
The increasing in the demand for Wireless Sensor Networks (WSNs) has intensified studies
which are dedicated to obtain more energy-efficient solutions, since the energy storage …

Genetic Algorithm for k-Connected Relay Node Placement in Wireless Sensor Networks

SK Gupta, P Kuila, PK Jana - … of the Second International Conference on …, 2016 - Springer
Abstract Wireless Sensor Networks (WSNs) are widely used for many applications including
health care, environment monitoring, underground mines, and so on. In WSN, deployment of …

Multi-objective evolutionary algorithm based on decomposition for energy efficient coverage in wireless sensor networks

S Özdemir, BA Attea, ÖA Khalil - Wireless personal communications, 2013 - Springer
Wireless sensor networks (WSNs) have become a hot area of research in recent years due
to the realization of their ability in myriad applications including military surveillance, facility …

A dynamic multiobjective hybrid approach for designing wireless sensor networks

FVC Martins, EG Carrano, EF Wanner… - 2009 IEEE congress …, 2009 - ieeexplore.ieee.org
The increase in the demand for wireless sensor networks (WSNs) has intensified studies
which aim to obtain energy-efficient solutions, since the energy storage limitation is critical in …

Multi-objective clustered-based routing with coverage control in wireless sensor networks

S Özdemir, BA Attea, ÖA Khalil - Soft computing, 2013 - Springer
A wireless sensor network (WSN) generally consists of a large number of inexpensive power
constrained sensors that are small in size and communicate over short distances to perform …

An evolutionary dynamic approach for designing wireless sensor networks for real time monitoring

FVC Martins, EG Carrano, EF Wanner… - 2010 IEEE/ACM 14th …, 2010 - ieeexplore.ieee.org
The evolution in the microelectronics and embedded systems has expanded the
employment of Wireless Sensor Networks (WSNs). The energy limitation of the nodes is a …

Automatic test programs generation driven by internal performance counters

W Lindsay, E Sánchez, MS Reorda… - … Test and Verification …, 2004 - ieeexplore.ieee.org
In the past performance counters have been available to top-end microprocessors as
hardware luxuries for profiling critical applications. Today, on the contrary', several desktop …

On a vector space representation in genetic algorithms for sensor scheduling in wireless sensor networks

FVC Martins, EG Carrano, EF Wanner… - Evolutionary …, 2014 - ieeexplore.ieee.org
Recent works raised the hypothesis that the assignment of a geometry to the decision
variable space of a combinatorial problem could be useful both for providing meaningful …