Title :
Energy-delay tradeoffs for data collection in TDMA-based sensor networks
Author :
Cui, Shuguang ; Madan, Ritesh ; Goldsmith, Andrea ; Lall, Sanjay
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA, USA
Abstract :
We consider a wireless sensor network where the nodes have limited energy. We first analyze the delay performance of a transmission scheme based on time division multiple access (TDMA). We propose a simple link scheduling algorithm to find the minimum-delay schedule given the slot lengths for all the links. We then combine these results with our previous work on energy-optimal cross-layer design to minimize the delay in transferring a fixed number of bits from the source nodes to the sink, in an energy-constrained manner. We also study the tradeoff between the total energy consumption and delay. Pareto optimal energy-delay curves are computed by solving a series of convex optimization problems where each objective function is a weighted sum of the delay and the total energy consumption. The computation is done for networks with and without link adaptation capabilities.
Keywords :
Pareto optimisation; delays; minimisation; power consumption; scheduling; time division multiple access; wireless sensor networks; TDMA-based sensor networks; convex optimization problems; data collection; energy consumption; energy-delay curves; energy-delay tradeoffs; energy-optimal cross-layer design; link adaptation capabilities; link scheduling algorithm; minimum-delay schedule; time division multiple access; wireless sensor network; Cross layer design; Delay; Energy consumption; Hardware; Intelligent networks; Performance analysis; Routing; Scheduling algorithm; Time division multiple access; Wireless sensor networks;
Conference_Titel :
Communications, 2005. ICC 2005. 2005 IEEE International Conference on
Print_ISBN :
0-7803-8938-7
DOI :
10.1109/ICC.2005.1495029