Title :
Max-Min Energy Efficient Beamforming for Multicell Multiuser Joint Transmission Systems
Author :
Shiwen He ; Yongming Huang ; Shi Jin ; Fei Yu ; Luxi Yang
Author_Institution :
Sch. of Inf. Sci. & Eng., Southeast Univ., Nanjing, China
Abstract :
Energy efficient communication technology has attracted much attention due to the explosive growth of energy consumption in current wireless communication systems. In this letter we focus on fairness-based energy efficiency and aim to maximize the minimum user energy efficiency in the multicell multiuser joint beamforming system, taking both dynamic and static power consumptions into account. This optimization problem is a non-convex fractional programming problem and hard to tackle. In order to find its solution, the original problem is transformed into a parameterized polynomial subtractive form by exploiting the relationship between the user rate and the minimum mean square error, and using the fractional programming theorem. An iterative algorithm with proved convergence is then developed to achieve a near-optimal performance. Numerical results validate the effectiveness of the proposed solution and show that our algorithm significantly outperforms the max-min rate optimization algorithm in terms of maximizing the minimum energy efficiency.
Keywords :
cellular radio; energy conservation; iterative methods; minimax techniques; polynomials; dynamic power consumption; energy consumption; energy efficient communication technology; fairness-based energy efficiency; iterative algorithm; max-min energy efficient beamforming; max-min rate optimization algorithm; minimum mean square error; minimum user energy efficiency; multicell multiuser joint beamforming system; multicell multiuser joint transmission systems; near-optimal performance; nonconvex fractional programming problem; parameterized polynomial subtractive form; static power consumption; user rate; wireless communication systems; Array signal processing; Joints; MIMO; Optimization; Programming; Signal to noise ratio; Wireless communication; Multicell beamforming; energy efficient communication; user fairness;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2013.082613.131540