Title :
Throughput Maximization for Multi-Hop Wireless Networks with Network-Wide Energy Constraint
Author :
Jiang, Canming ; Shi, Yi ; Hou, Y.Thomas ; Lou, Wenjing ; Sherali, Hanif D.
Author_Institution :
Bradley Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA 24061, USA
Abstract :
The cost of energy consumption is an important concern for network operators. In this paper, we study an energy-related problem that focuses on network-wide energy consumption. In the first part of this work, we study how to maximize throughput under a network-wide energy constraint. We formulate this problem as a mixed-integer nonlinear program (MINLP). This formulation differs from prior efforts as it considers a non-zero device power, which complicates the problem. We propose a novel piece-wise linear approximation to transform the nonlinear constraints into linear constraints. We prove that the solution developed under this approach is near-optimal with a guaranteed performance bound. In the second part, we generalize the problem in the first part via a multicriteria optimization framework, which simultaneously optimizes throughput and total network energy. We show how weakly Pareto-optimal solutions can characterize an optimal throughput-energy curve. We offer some interesting properties of the optimal throughput-energy curves, which are useful to both network operators and end-users. Our results fill in some important gaps in the current understanding on optimizing total network energy.
Keywords :
Energy consumption; Linear approximation; Optimized production technology; Spread spectrum communication; Throughput; Energy optimization; multi-hop wireless networks; multicriteria optimization; network throughput; total network energy;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2013.013013.120636