TY - GEN
T1 - Energy-efficient surveillance system using wireless sensor networks
AU - He, Tian
AU - Krishnamurthy, Sudha
AU - Stankovic, John A.
AU - Abdelzaher, Tarek
AU - Luo, Liqian
AU - Stoleru, Radu
AU - Yan, Ting
AU - Gu, Lin
AU - Hui, Jonathan
AU - Krogh, Bruce
PY - 2004/9/27
Y1 - 2004/9/27
N2 - The focus of surveillance missions is to acquire and verify information about enemy capabilities and positions of hostile targets. Such missions often involve a high element of risk for human personnel and require a high degree of stealthiness. Hence, the ability to deploy unmanned surveillance missions, by using wireless sensor networks, is of great practical importance for the military. Because of the energy constraints of sensor devices, such systems necessitate an energy-aware design to ensure the longevity of surveillance missions. Solutions proposed recently for this type of system show promising results through simulations. However, the simplified assumptions they make about the system in the simulator often do not hold well in practice and energy consumption is narrowly accounted for within a single protocol. In this paper, we describe the design and implementation of a running system for energy-efficient surveillance. The system allows a group of cooperating sensor devices to detect and track the positions of moving vehicles in an energy-efficient and stealthy manner. We can trade off energy-awareness and surveillance performance by adaptively adjusting the sensitivity of the system. We evaluate the performance on a network of 70 MICA2 motes equipped with dual-axis magnetometers. Our results show that our surveillance strategy is adaptable and achieves a significant extension of network lifetime. Finally, we share lessons learned in building such a complete running system.
AB - The focus of surveillance missions is to acquire and verify information about enemy capabilities and positions of hostile targets. Such missions often involve a high element of risk for human personnel and require a high degree of stealthiness. Hence, the ability to deploy unmanned surveillance missions, by using wireless sensor networks, is of great practical importance for the military. Because of the energy constraints of sensor devices, such systems necessitate an energy-aware design to ensure the longevity of surveillance missions. Solutions proposed recently for this type of system show promising results through simulations. However, the simplified assumptions they make about the system in the simulator often do not hold well in practice and energy consumption is narrowly accounted for within a single protocol. In this paper, we describe the design and implementation of a running system for energy-efficient surveillance. The system allows a group of cooperating sensor devices to detect and track the positions of moving vehicles in an energy-efficient and stealthy manner. We can trade off energy-awareness and surveillance performance by adaptively adjusting the sensitivity of the system. We evaluate the performance on a network of 70 MICA2 motes equipped with dual-axis magnetometers. Our results show that our surveillance strategy is adaptable and achieves a significant extension of network lifetime. Finally, we share lessons learned in building such a complete running system.
KW - Energy conservation
KW - Sensor networks
KW - Tracking
KW - Wireless
UR - http://www.scopus.com/inward/record.url?scp=4544317953&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=4544317953&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:4544317953
SN - 1581137931
SN - 9781581137934
T3 - MobiSys 2004 - Second International Conference on Mobile Systems, Applications and Services
SP - 270
EP - 283
BT - MobiSys 2004 - Second International Conference on Mobile Systems, Applications and Services
T2 - MobiSys 2004 - Second International Conference on Mobile Systems, Applications and Services
Y2 - 6 June 2004 through 9 June 2004
ER -