Title :
An Optimal Key Management Scheme for Wireless Sensor Networks
Author :
Qian, Yi ; Lu, Kejie ; Rong, Bo ; Lugo, Hector ; Tipper, David
Author_Institution :
National Institute of Standards and Technology, Gaithersburg, MD 20899-8920, USA
Abstract :
For wireless sensor networks (WSNs), a common assumption in most existing distributed key management schemes is that all sensor nodes have the same capability. However, recent studies have suggested that connectivity and lifetime of a sensor network can be substantially improved if some nodes are given greater power and transmission capability. Accordingly, this paper investigates the key management in heterogeneous WSNs (HWSNs). In particular, we use the cost, key connectivity, and resilience as objectives to formulate a key management optimization problem. To obtain the near-optimal solution to this problem, we further develop a genetic algorithm (GA) based approach. Numerical results show that our proposed key management scheme has satisfying performance.
Keywords :
Computer network management; Cost function; Genetic algorithms; Peer to peer computing; Public key cryptography; Resilience; Security; Technology management; Telecommunication network management; Wireless sensor networks;
Conference_Titel :
Military Communications Conference, 2007. MILCOM 2007. IEEE
Conference_Location :
Orlando, FL, USA
Print_ISBN :
978-1-4244-1513-7
Electronic_ISBN :
978-1-4244-1513-7
DOI :
10.1109/MILCOM.2007.4455050