TY - GEN
T1 - Combined methods to extend the lifetime of power hungry WSN with multimodal sensors and nanopower wakeups
AU - Magno, Michele
AU - Marinkovic, Stevan
AU - Brunelli, Davide
AU - Benini, Luca
AU - Popovici, Emanuel
PY - 2012
Y1 - 2012
N2 - During recent years, there has been a growing interest on wireless sensor networks (WSNs) and on the opportunities opened by this technology. Since the energy consumption is a bottleneck in WSNs, reducing it has a significant impact on the applicability of this technology. Typically, the energy consumed by wireless communication and by power-hungry sensors as CMOS imagers or Gas sensors, is dominant over the power required for computation or other activities of the node. Hence, an efficient management of the resources leading to a reduction of unnecessary communication and minimizing the use of power-hungry sensor while keeping the same performance is desirable to extend the life-time of the network. In this paper we address the challenges of exploiting wake-up receivers and heterogeneous sensors in WSN applications to reduce the average power consumption of individual nodes. In particular, we show how to configure a WSN which includes Pyroelectric InfraRed (PIR) sensors, smart camera sensors and a nano-Watt wake up radio as secondary radio receiver to efficiently extend the autonomy of the system. The evaluation of the proposed approach shows a significant reduction of the activity of the primary radio and of the high power sensor while keeping the same accuracy. We prototyped and tested the nodes, and used their characterization to demonstrate through simulations the power consumption reduction and the life-time extension of the network in a typical surveillance application.
AB - During recent years, there has been a growing interest on wireless sensor networks (WSNs) and on the opportunities opened by this technology. Since the energy consumption is a bottleneck in WSNs, reducing it has a significant impact on the applicability of this technology. Typically, the energy consumed by wireless communication and by power-hungry sensors as CMOS imagers or Gas sensors, is dominant over the power required for computation or other activities of the node. Hence, an efficient management of the resources leading to a reduction of unnecessary communication and minimizing the use of power-hungry sensor while keeping the same performance is desirable to extend the life-time of the network. In this paper we address the challenges of exploiting wake-up receivers and heterogeneous sensors in WSN applications to reduce the average power consumption of individual nodes. In particular, we show how to configure a WSN which includes Pyroelectric InfraRed (PIR) sensors, smart camera sensors and a nano-Watt wake up radio as secondary radio receiver to efficiently extend the autonomy of the system. The evaluation of the proposed approach shows a significant reduction of the activity of the primary radio and of the high power sensor while keeping the same accuracy. We prototyped and tested the nodes, and used their characterization to demonstrate through simulations the power consumption reduction and the life-time extension of the network in a typical surveillance application.
KW - low power
KW - multimodal networks
KW - power management
KW - pyroelectric sensors
KW - surveilance
KW - wake-up radio trigger
UR - https://www.scopus.com/pages/publications/84869192719
U2 - 10.1109/IWCMC.2012.6314187
DO - 10.1109/IWCMC.2012.6314187
M3 - Conference proceeding
AN - SCOPUS:84869192719
SN - 9781457713781
T3 - IWCMC 2012 - 8th International Wireless Communications and Mobile Computing Conference
SP - 112
EP - 117
BT - IWCMC 2012 - 8th International Wireless Communications and Mobile Computing Conference
T2 - 8th IEEE International Wireless Communications and Mobile Computing Conference, IWCMC 2012
Y2 - 27 August 2012 through 31 August 2012
ER -