This situation brings out the following research challenges:
Develop aggregation / filtering techniques to reduce communication / computation overhead, and thereby save energy consumption and prolonging lifetime of network.
Design middleware to control and activate power-hungry features of devices on an as-and-when-required basis, e.g. deactivate GPS and Bluetooth of a smart-phone when stationed in a shelter point and connected with WiFi.
Project investigated by Prof. Sipra DasBit - Development of optimal load balancing and location update strategies in mobile cellular environment (sponsored by AICTE).
S. Halder, A. Ghosal and S. DasBit, A Pre-determined Node Deployment Strategy to Prolong Network Lifetime in Wireless Sensor Network, in Computer Communications, Elsevier Science, 34(11), pp. 1294 - 1306, 2011.
S. Halder and S. DasBit, A Lifetime Enhancing Node Deployment Strategy using Heterogeneous Nodes in WSNs for Coal Mine Monitoring, in ACM MSWiM '12, pp. 117-124, Oct 2012.